{ "iteration": 29, "timestamp": "2026-06-03T15:41:30", "wall_clock_seconds": 292.5, "prompt_snapshot_path": "prompts/iteration-0029.txt", "personas_file_ref": "autoresearch/male-attractiveness-uplift/personas.json", "evaluator_file_ref": "autoresearch/male-attractiveness-uplift/evaluator.json", "evaluations": [ { "persona_id": "m01", "persona_name": "Caleb", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome white man, eyes looking at camera, his mouth slightly parted. Late 20s, soft brunette hair with a tousled, just-rolled-out-of-bed texture falling across his forehead and partially obscuring one eye, giving him an introspective half-hidden quality. Lean swimmer's build \u2014 sloping shoulders with defined collarbones visible beneath a thin cream linen shirt, left unbuttoned at the collar; long lean forearms. Cool porcelain skin with a slight olive undertone. \n\nFace: narrow oval with a sharp jawline and a pointed chin, creating an angular, almost vulnerable aesthetic. Deep-set gray-green eyes with a darker ring and a slightly hooded quality \u2014 the gaze is soft and slightly deflected, as if he's looking at the camera but lost in thought. Straight nose with a refined bridge and slightly pointed tip. Thin top lip over a fuller bottom lip, asymmetric mouth that naturally sits in a pensive expression. Barely-there fair brows with a slight natural arch. A small beauty mark on his left cheekbone, just below the outer corner of his eye.\n\nSeated on the edge of a worn wooden desk in a Brooklyn loft \u2014 exposed brick wall behind him, a single warm vintage lamp casting soft amber light across half his face, the other half in gentle shadow. Late afternoon golden hour. He's wearing the unbuttoned cream linen shirt over a faded black vintage band tee. One hand resting on the desk beside him, the other loose in his lap. The framing is a medium shot from the torso up, slightly off-center, as if the photographer caught him between thoughts. Soft, moody, intimate \u2014 the aesthetic of a musician between songs, quiet and magnetic.", "image_path": "images/iteration-0029/m01-seed1.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 9, "weighted_score": 8.4, "reason": "Sharp angular jawline with clean geometric definition; deep-set blue-grey eyes carrying genuine brooding intensity; high cheekbones and strong facial bone structure at editorial level. Three clear standouts \u2014 earns the 8.", "failure_tags": [] }, { "persona_id": "m01", "persona_name": "Caleb", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome white man, eyes looking at camera, his mouth slightly parted. Late 20s, lean swimmer's build with defined but unhyped shoulders, visible collarbones and a subtle upper-chest definition where his worn vintage t-shirt drapes. Soft medium-brown hair with a slight natural wave, falling across his forehead and partially obscuring one eye in that effortless way \u2014 the hair looks like he just rolled out of bed or stepped off a tour bus, not styled. Sharp-featured angular face with a long oval shape, high cheekbones, and a defined jawline softened by a shadow of stubble. Deep-set dark hazel eyes with a tired-but-present gaze, slight hooding at the lids that reads introspective rather than sleepy. Straight nose with a narrow bridge and a slightly tapered tip. Thin lips with a subtle cupid's bow, the expression neither quite smiling nor brooding \u2014 somewhere in between, like he's mid-thought or about to say something quiet. One small mole on his left cheekbone. Pale cool undertone skin with the particular exhaustion-glow of someone who plays late shows and sleeps irregular hours. \n\nSitting on the edge of a worn wooden stool in a half-lit Brooklyn loft corner \u2014 late afternoon light bleeding through a single tall industrial window to his left, casting soft shadows across half his face. A guitar neck visible at the edge of frame leaning against his leg. His posture slightly slumped but present, elbows on his knees, the overall energy one of quiet vulnerability and artistic fatigue. Natural soft bokeh in the background \u2014 exposed brick, a single bare bulb, nothing sharp. Shot on a phone, slightly grainy, the kind of candid that looks like it was taken between songs or right before a set.", "image_path": "images/iteration-0029/m01-seed2.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 7, "weighted_score": 8.2, "reason": "Three clear standouts: angular jawline sharpened by light scruff, deep-set hooded eyes delivering an intense direct brooding gaze, and textured tousled brown hair with genuine movement. Lean arms visible. Frame is slim but not commanding \u2014 keeps this from 9.", "failure_tags": [] }, { "persona_id": "m02", "persona_name": "Mateo", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Mexican-American man, eyes looking at camera, his mouth slightly parted. Mid-20s, with a confident easy smile. Broad V-tapered shoulders and defined upper chest visibly muscled through a fitted gray performance tank top, thick neck, strong sternocleidomastoid line, full forearms with subtle vascularity from a recent workout. Warm bronze skin with golden undertone.\n\nFace shape is a strong square with a sharp jawline softened by slight fullness at the cheeks. Deep-set dark brown eyes with a warm amber cast, slightly hooded lids with thick lashes, set wide and intense but approachable. Straight nose with a slightly bulbous tip, full symmetric lips with a natural darker shade, the kind that curve up easily into a disarming smile. Thick straight brows, naturally groomed. Dark brown hair, textured and tousled from sweat or ocean spray, pushed back casually from his forehead.\n\nA small scar above his right eyebrow \u2014 thin and pale, barely noticeable unless you're close. Slight stubble along his strong jawline.\n\nSeated on a weathered driftwood log at the edge of Miami beach at golden hour, soft warm sunlight washing over his face and shoulders. Sand and palm fronds blurred in the background. Relaxed posture, one arm resting on his knee, weight settled easy \u2014 the kind of guy who looks comfortable everywhere. Ocean breeze just touched his hair. Candid iPhone-shot framing, natural and unpolished, the light catching the definition in his shoulders and the warmth in his skin.", "image_path": "images/iteration-0029/m02-seed1.png", "attractiveness": 7, "prompt_adherence": 8, "lipsync_adherence": 7, "weighted_score": 7.2, "reason": "Two clear standouts: warm amber-brown eyes with natural expressiveness, and a genuinely charming symmetrical smile. Jawline is soft, not defined. Seated position obscures frame \u2014 shoulders read average, not gym-built. Above-average, not scroll-stopping.", "failure_tags": [ "soft_jawline", "eyes_averted", "weak_frame" ] }, { "persona_id": "m02", "persona_name": "Mateo", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome Mexican-American man, eyes looking at camera, his mouth slightly parted. Mid-20s, sun-lit face with warm olive skin and golden undertone. Square jawline with a slight cleft chin, deep-set dark brown eyes with a confident but playful glint, thick straight eyebrows. Full lips with an easy lopsided smile\u2014one corner slightly higher than the other, knowing and warm. Sparse light stubble along his jaw and upper lip.\n\nAthletic V-tapered build with broad shoulders and defined upper chest visible through a fitted white linen short-sleeve shirt, unbuttoned at the collar. Thick neck with visible sternocleidomastoid line, full forearms. Narrow waist relative to shoulders. Dark hair, slightly wavy, tousled from ocean breeze, longer on top with a textured fade.\n\nShot from mid-thigh up, standing on sand in bright midday Miami beach light, golden hour glow catching his skin. Casual stance, weight shifted slightly to one side, relaxed and approachable. Sand on his bare feet. Warm natural sunlight, no harsh shadows, soft and flattering. Photorealistic amateur iPhone-style shot, candid and effortless\u2014the vibe of someone who just happened to pause mid-conversation on the beach.", "image_path": "images/iteration-0029/m02-seed2.png", "attractiveness": 8, "prompt_adherence": 8, "lipsync_adherence": 9, "weighted_score": 8.2, "reason": "Sharp angular jawline with clean stubble definition; dark intense eyes holding direct upward gaze; lean athletic chest visible through open shirt; strong facial symmetry with full lips. Fits 8 cleanly \u2014 would swipe. Docked from 9: expression is slightly uncertain, not the full cocky-charming read.", "failure_tags": [] }, { "persona_id": "m03", "persona_name": "Jiwon", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Korean man, eyes looking at camera, his mouth slightly parted. Late 20s, tall and lean with a long-limbed swimmer's build, narrow shoulders with subtle definition visible through a cream linen shirt layered under a charcoal cardigan, collarbones catching soft light. Soft monolid eyes with a gentle inward gaze, warm deep-brown irises, thin straight eyebrows with a natural sparse quality. Narrow oval face with a sharp jawline, small pointed chin, and a slightly asymmetric mouth\u2014the left side of his smile sitting fractionally higher than the right. His nose is straight with a soft rounded tip. Dark hair, straight 1A texture, falls just past his ears with a slight bedhead quality, parted naturally to one side. Both hands visible in frame, fingers bearing faint dark ink stains across the knuckles and under the nails from recent illustration work. Seated by a window with diffused afternoon light, wearing a worn vintage wristwatch, soft natural expression caught mid-thought. Natural indoor lighting, slight grain, iPhone snapshot aesthetic, intimate and unhurried.", "image_path": "images/iteration-0029/m03-seed1.png", "attractiveness": 7, "prompt_adherence": 9, "lipsync_adherence": 9, "weighted_score": 7.800000000000001, "reason": "Soft monolid eyes with calm, direct gaze carry the face; clear blemish-free skin with even tone is a genuine standout. Jaw has decent angular definition but not razor-sharp \u2014 two real positives, nothing stops-scroll exceptional.", "failure_tags": [] }, { "persona_id": "m03", "persona_name": "Jiwon", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome Korean man, eyes looking at camera, his mouth slightly parted. Late 20s, tall and lean with a wiry runner's build, long limbs and sloping shoulders that read graceful rather than bulky, defined collarbones visible at the neckline. Warm medium-tan skin with a neutral undertone.\n\nNarrow oblong face with soft monolid eyes\u2014deep-set, warm dark brown with a slight olive cast, gentle and observant. Straight nose with a refined bridge and a soft rounded tip. Small proportionate mouth with a thin top lip over a fuller bottom, natural asymmetric smile. Straight thick eyebrows, mostly natural, minimal grooming. Long straight dark brown hair, slightly tousled and falling across his forehead in a half-asleep way.\n\nA small beauty mark just below his left cheekbone. Hands visible and slightly stained with ink on his knuckles and fingertips\u2014artist's hands, lived-in. Wearing a neutral linen shirt layered under a soft cream or warm gray cardigan, sleeves pushed up to the elbows. Soft natural window light, sitting casually at a wooden desk or near a sketch pad, relaxed posture. The mood is quiet, introspective, slightly distracted\u2014the moment before he looks back at his work. Shot from a medium shot angle, warm and intimate but never posed.", "image_path": "images/iteration-0029/m03-seed2.png", "attractiveness": 7, "prompt_adherence": 8, "lipsync_adherence": 9, "weighted_score": 7.6000000000000005, "reason": "Porcelain-clear skin with zero visible blemishes, soft monolid eyes with calm direct gaze, and balanced facial symmetry. Jaw is undefined \u2014 soft edge keeps him out of 8 territory. No standout frame visible. Compelling in an understated way.", "failure_tags": [ "soft_jawline" ] }, { "persona_id": "m04", "persona_name": "Marcus", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Black man, eyes looking at camera, his mouth slightly parted. Early 30s, Marcus leans against the polished mahogany bar counter, a half-open philosophy paperback resting on the marble top beside a lowball glass. His fitted black button-up shirt is rolled to the forearms, revealing geometric tattoo work\u2014sharp lines and interlocking shapes in black ink across both inner forearms. \n\nHe has a warm, angular face with a strong jawline, deep-set dark brown eyes with a slight downward gaze that reads attentive and thoughtful, and a straight nose with a defined bridge. His lips are full and symmetrical, resting in a natural half-smile. His hair is close-cropped and precise, with a subtle fade. Thin, well-groomed beard frames his lower face cleanly.\n\nLean, defined build\u2014broad shoulders that taper to a narrow waist, visible collarbone and sternocleidomastoid line, forearms showing athletic definition without bulk. His skin tone is a rich warm mahogany with neutral undertones. A small scar traces his left eyebrow, barely visible.\n\nSoft golden-hour light spills through the floor-to-ceiling windows behind him, catching the edge of his face and hands. The bar setting is quiet, dimly lit, with Art Deco fixtures and soft ambient glow. He's relaxed, present, like he's listening to a regular's story\u2014the kind of bartender who remembers.\n\nChest-up framing, slight three-quarter angle to his left, shot on natural light, candid and intimate.", "image_path": "images/iteration-0029/m04-seed1.png", "attractiveness": 7, "prompt_adherence": 9, "lipsync_adherence": 7, "weighted_score": 7.4, "reason": "Sharp angular jawline with clean beard framing, and lean athletic build with visible broad shoulders are the two clear standouts. Strong pose, good grooming. No third feature elevates to 8 \u2014 expression is composed but not magnetic.", "failure_tags": [ "eyes_averted" ] }, { "persona_id": "m04", "persona_name": "Marcus", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome Black man, eyes looking at camera, his mouth slightly parted. Early 30s, warm deep mahogany skin with a slight golden undertone. Lean but defined swimmer's build\u2014sloping shoulders with present muscle definition, visible collarbones, wiry forearms with subtle tattoo linework visible beneath the rolled sleeves of a crisp black dress shirt unbuttoned at the collar. Tall and elongated frame with good posture.\n\nFace shape is a narrow oval with a sharp, refined jawline. Deep-set almond eyes with a slight downturned outer corner, rich dark brown with an almost obsidian quality. Straight bridge nose with a narrow, tapered tip. Full lips with a natural asymmetry\u2014the bottom lip slightly fuller than the top, mouth relaxed and slightly parted to show a small gap. Eyebrows are straight and moderately thick, well-groomed but natural-looking. Short textured hair, 3B-3C coils, closely faded at the sides with a bit more volume on top, styled neat but lived-in.\n\nDistinctive feature: a small, pale scar running through his left eyebrow, barely visible but real.\n\nShot from mid-torso up in soft warm indoor light\u2014the amber glow of an upscale bar setting. He's leaning casually against a dark mahogany bar counter, one forearm resting on the edge, relaxed and present. A worn philosophy paperback (spines visible, no title readable) sits on the bar near his hand. The mood is quiet, observant, warm\u2014the expression of someone genuinely listening.", "image_path": "images/iteration-0029/m04-seed2.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 9, "weighted_score": 8.4, "reason": "Sharp angular jawline with strong defined bone structure; high prominent cheekbones catching the light; intense magnetic direct eye contact with dark expressive eyes; lean elongated athletic frame through fitted shirt. Three-plus standouts confirmed \u2014 legitimate 8.", "failure_tags": [] }, { "persona_id": "m05", "persona_name": "Dario", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Italian-American man, eyes looking at camera, his mouth slightly parted. Late 20s, lean skater's build with defined shoulders and a wiry, athletic upper body\u2014the kind of frame that comes from years of balance and movement, not gym work. Warm olive skin with golden undertone.\n\nNarrow oval face with a sharp jawline, deep-set dark brown eyes with a slight downturned outer corner, straight nose with a refined bridge, and a small full-lipped mouth with an asymmetric smile that reads boyish and a little mischievous. Thick dark brows, mostly straight with a slight natural irregularity. Shoulder-length dark brown hair with a tousled, half-wet bedhead texture\u2014soft waves that curl slightly at the ends, falling loose and slightly over one eye, the kind of grungy softness that looks lived-in, not styled.\n\nHalf-sleeve tattoos visible on his left arm: abstract line work and geometric patterns, aged and faded in tone. Sparse facial hair, a few days of stubble along his jawline and upper lip. Small scar above his left eyebrow from a skate fall, barely noticeable.\n\nWearing a faded band tee (graphic barely visible, stretched and worn soft), layered under a thin oversized flannel shirt hanging open. Ripped black jeans with a small hole at the left knee, white socks visible, beat-up white canvas skate shoes. Standing in a casual, slightly off-balance stance as if he just rolled to a stop.\n\nGolden hour light, skate park setting, concrete and worn wood in soft focus behind him. Warm amber sun hitting his face from the left, creating gentle shadows. Candid, amateur vibe\u2014shot on an old iPhone, slightly grainy, natural color. Approachable despite the aesthetic.", "image_path": "images/iteration-0029/m05-seed1.png", "attractiveness": 8, "prompt_adherence": 8, "lipsync_adherence": 8, "weighted_score": 8.0, "reason": "Sharp angular jaw with defined cheekbones, thick naturally wavy dark hair with real texture, clear olive complexion under golden-hour light \u2014 three concrete standouts. Lean proportionate frame, boyish soft smile. Overhead angle mildly softens full impact.", "failure_tags": [ "off_angle" ] }, { "persona_id": "m05", "persona_name": "Dario", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome Italian-American man, eyes looking at camera, his mouth slightly parted. Late 20s, lean but defined build with sloping shoulders and wiry upper-body strength\u2014the kind of frame that comes from years on a skateboard, not the gym. Warm olive skin with golden undertone.\n\nNarrow oval face with a soft jawline, deep-set warm hazel eyes with a slight downturned quality, straight nose with a refined tip, full lips with a natural cupid's bow and an asymmetric half-smile that reads boyish and disarming despite the harder aesthetic. Straight dark brows, slightly unkempt. Dark brown hair with a tousled, slept-on texture, falling just past his ears with a slight wave\u2014grungy-soft, not styled. A thin scar above his left eyebrow from an old skate wipeout.\n\nWearing a faded black band tee (Sonic Youth or similar vintage vibe), sleeves cut off to show half-sleeve tattoos on his left arm\u2014geometric line work and abstract designs in black ink, wrapping from shoulder to elbow. Ripped medium-blue jeans at the knees, worn-in and authentic. Silver chain necklace catching the light.\n\nSitting on the edge of a concrete ledge at a Brooklyn skate park during golden hour, warm late-afternoon sun casting soft shadows across his face and body. Natural outdoor light, slightly backlit, creating a glow around his hair. His posture is relaxed and casual, one knee bent, the other leg extended\u2014a pause in motion, like he's about to drop in or just rolled up to chat. Background soft and out-of-focus: blurred park rails and late-day sky. Photorealistic, intimate, candid iPhone snapshot quality with perfect natural lipsync framing.", "image_path": "images/iteration-0029/m05-seed2.png", "attractiveness": 8, "prompt_adherence": 8, "lipsync_adherence": 7, "weighted_score": 7.8, "reason": "Sharp jawline angle with scruff, warm deep-set brown eyes with real intensity, and textured wavy dark hair with natural volume \u2014 3 clean standouts. Lean forearm definition visible too. Skate park golden-hour bg nailed; ripped jeans, chain, arm tattoos land. Band tee is just plain black \u2014 minor miss.", "failure_tags": [] }, { "persona_id": "m06", "persona_name": "Adrian", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Mediterranean man, eyes looking at camera, his mouth slightly parted. 35 years old with salt-and-pepper temples\u2014silver threading through dark hair at the sides\u2014sharp jawline with a slight shadow of stubble, deep-set dark brown eyes with an intense steady gaze, and a composed expression that reads confident without coldness. Oval face with high cheekbones, a straight nose with a defined bridge, and a firm mouth with a fuller lower lip and subtle asymmetry to his smile. V-tapered broad shoulders visible under an unbuttoned charcoal dress shirt, collar open to reveal a defined upper chest and the thick line of his sternocleidomastoid\u2014built lean but substantial, a man who carries himself with quiet authority. Dark hair with slight waves, styled back from his face in a lived-in way, the silver catching light at the temples and along the sides. Warm olive skin with a neutral undertone. Seated or standing in a soft-focus Chicago office or upscale bar setting, natural window light from the side catching the planes of his face, the whole shot framed as an accidental professional headshot\u2014not posed, just paused mid-moment, the kind of photo someone might use on a finance firm website but taken with the intimacy of a candid iPhone capture. Slight five o'clock shadow, no jewelry visible, everything restrained and expensive-looking without trying.", "image_path": "images/iteration-0029/m06-seed1.png", "attractiveness": 8, "prompt_adherence": 7, "lipsync_adherence": 7, "weighted_score": 7.6, "reason": "Three clear standouts: silver-streaked wavy hair with real texture and volume, deep-set dark eyes under thick heavy brows projecting intensity, and a defined angular jawline sharpened by precise stubble. Olive complexion ties it. Grey shirt, not a suit \u2014 minor persona miss.", "failure_tags": [ "eyes_averted" ] }, { "persona_id": "m06", "persona_name": "Adrian", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome Mediterranean man, eyes looking at camera, his mouth slightly parted. 35 years old with salt-and-pepper temples\u2014silver threading through dark hair at the sides\u2014and a sharp, angular face with a strong squared jawline and high, defined cheekbones. Deep-set dark brown eyes with warm olive undertones, steady and direct gaze. Straight nose with a subtle Roman bridge, thin lips with a natural line and minimal fullness, clean-shaven with just a hint of five o'clock shadow along his jaw and upper lip. Dark straight eyebrows, moderately thick and slightly angled.\n\nBroad shoulders filling a charcoal wool suit, unbuttoned at the collar to show the white dress shirt beneath\u2014no tie. V-tapered torso, visible chest definition at the neckline, thick neck with a pronounced sternocleidomastoid line. Lean but solidly built frame with the posture of someone used to command\u2014shoulders back, spine straight. Warm olive-toned skin with a neutral undertone.\n\nSeated or leaning, composed and at ease, shot in soft afternoon window light. Subtle five o'clock shadow catches the light. A small scar or faint line visible on his left temple\u2014barely noticeable, human detail. Shot from a medium close-up angle, slightly chest-up framing, caught mid-breath like he's about to say something. Natural, unhurried moment in a modern Chicago office or apartment with soft diffused light from behind.", "image_path": "images/iteration-0029/m06-seed2.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 8, "weighted_score": 8.2, "reason": "Sharp angular jawline with clear bone definition, deep-set dark eyes delivering a genuinely commanding direct gaze, distinguished salt-and-pepper temples, strong Mediterranean cheekbone structure with well-groomed stubble. Stops the scroll. Slight photo softness keeps it from 9.", "failure_tags": [] }, { "persona_id": "m07", "persona_name": "Haruki", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Japanese man, eyes looking at camera, his mouth slightly parted. Mid-20s with a soft, open expression and an almost golden-retriever warmth \u2014 the kind of face that makes you want to trust him immediately. His dark brown eyes are large and round, bright with genuine kindness, set wide and slightly upturned at the outer corners. Straight nose with a soft rounded tip. Small bow-shaped mouth with a fuller lower lip, naturally pink. Dark straight hair, shoulder-length and slightly tousled as if he just ran his fingers through it, falling loose and a bit disheveled across his forehead. Fair warm-ivory skin tone with minimal blemishes \u2014 just a small beauty mark on his left cheekbone. Thin natural eyebrows with a slight arch. \n\nLean swimmer's build, visible even under the oversized cream knit sweater he's wearing \u2014 defined collarbones framing his chest, sloping shoulders. He's seated at a small wooden table in a bright Tokyo cafe, soft window light falling across his face. A ceramic cup of coffee sits nearby. His expression is open and vulnerable in the best way \u2014 the face of someone genuinely present and happy to listen. Afternoon light, natural and warm, no studio lighting. Shot from a medium shot that frames his face and torso, casual iPhone aesthetic, slightly candid feel as if captured mid-conversation.", "image_path": "images/iteration-0029/m07-seed1.png", "attractiveness": 7, "prompt_adherence": 10, "lipsync_adherence": 9, "weighted_score": 8.0, "reason": "Two genuine standouts: warm, slightly oversized dark eyes with natural expressiveness, and visibly clear smooth skin with even complexion. Held back from 8 by soft, undefined jawline and slim neck \u2014 no hard facial geometry to anchor the face.", "failure_tags": [ "soft_jawline" ] }, { "persona_id": "m07", "persona_name": "Haruki", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome Japanese man, mid-20s, eyes looking at camera, his mouth slightly parted. He has a soft oval face with a gentle jawline, large warm dark-brown eyes with a slight roundness and gentle downturned outer corners, and a small straight nose with a soft rounded tip. His expression is open and earnest, with a natural small smile. Black hair with a slight tousle and casual texture, falling softly across his forehead and ears, as if he just ran his hand through it. Fair skin with a warm, neutral undertone. His eyebrows are straight and naturally groomed, not thick but defined. He has a lean swimmer's build with sloping but present shoulders, visible collarbones, and an overall lithe frame that reads youthful and approachable. He's wearing an oversized cream-colored wool sweater that sits off one shoulder slightly, with soft folds of fabric draping across his chest and arms. He's seated at a small wooden cafe table near a window, warm afternoon sunlight filtering across his face, catching the gentle texture of his hair. The background is softly blurred \u2014 hints of out-of-focus cafe shelves and warm ambient cafe lighting. His posture is relaxed and inviting, leaning slightly forward with an open, friendly presence. The photo has a natural, unposed quality, shot with soft natural light and a shallow depth of field. No styling, no makeup \u2014 just a candid moment of a warm, approachable young man in a quiet Tokyo cafe.", "image_path": "images/iteration-0029/m07-seed2.png", "attractiveness": 7, "prompt_adherence": 9, "lipsync_adherence": 7, "weighted_score": 7.4, "reason": "Two standouts: naturally tousled dark hair with genuine volume and texture, and clean luminous even-toned skin. Soft-boy aesthetic is cohesive. Held back by a notably soft, rounded jawline with zero angular definition, and eyes are warm but average in size and intensity \u2014 nowhere near anime-protagonist scale.", "failure_tags": [ "soft_jawline", "eyes_averted" ] }, { "persona_id": "m08", "persona_name": "Renan", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Brazilian man, late twenties, with a lean and densely muscular build \u2014 broad shoulders with sharp definition across his upper chest and shoulders visible through a fitted black tank top, thick neck with pronounced sternocleidomastoid lines, defined forearms, narrow waist creating a clear V-taper. Eyes looking at camera, his mouth slightly parted. Dark brown eyes with warm undertone, steady and calm despite the fighter's intensity baked into his frame. Narrow oval face with a sharp defined jawline, high prominent cheekbones, and a small but genuine soft smile that catches you off-guard \u2014 the kind that doesn't match the scarred knuckles. Warm medium-brown skin with a neutral undertone. Straight dark hair, short and neat, maybe with a light sheen of gym sweat. Distinctive cauliflower ear on the left side \u2014 textured and slightly swollen from years of grappling, a badge of his craft. Straight nose with a slight bend at the bridge (old break), thin upper lip with fuller lower lip, creating an asymmetric smile that reads sincere rather than cocky. Dark straight eyebrows, thick and natural, slightly closer together. One small scar on his right cheekbone, thin and faded.\n\nShot in a Sao Paulo fight gym \u2014 concrete walls, heavy bag blurred in warm tungsten light behind him, maybe a stripe of afternoon sunlight cutting across the floor. Chest-up framing, slight \u00be angle toward camera, leaning casual against a gym wall. Medium shot. Raw, unflinching, but somehow disarming \u2014 the moment right after training when the guard drops and the gentleness shows through.", "image_path": "images/iteration-0029/m08-seed1.png", "attractiveness": 6, "prompt_adherence": 6, "lipsync_adherence": 7, "weighted_score": 6.2, "reason": "Lean visible athletic build in tank top is the one positive. Held back by noticeable acne blemishes, a soft underdefined jawline, and boyish features that read early-20s not late-20s. No cauliflower ear; no gentle smile as described.", "failure_tags": [ "bad_skin", "soft_jawline", "boyish_when_mature_intended", "wrong_age_range" ] }, { "persona_id": "m08", "persona_name": "Renan", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome Brazilian man, eyes looking at camera, his mouth slightly parted. Late 20s, lean and defined MMA fighter's build with broad shoulders tapering to a narrow waist, visible upper chest and arm definition through a black sleeveless tank top, thick neck and prominent sternocleidomastoid line from years of grappling. Medium-brown skin with warm olive undertone.\n\nAngular face with a sharp jawline and high cheekbones, slightly oblong shape. Deep-set dark brown eyes with a calm, observant quality, close-set and slightly hooded. Straight bridge nose with a defined tip, small scar above the left eyebrow from sparring. Thin top lip over a fuller bottom lip, asymmetric smile with a slight crook that reads gentle despite the hardened features. Thick, straight dark eyebrows with a natural arch.\n\nLeft ear visibly thickened and folded from cauliflower ear\u2014a mark of his sport rendered without glamorizing, just matter-of-fact. Closely cropped dark hair, slightly tousled. A single small scar on the left side of his neck from training.\n\nSitting casually on a bench in a fight gym, late afternoon golden light streaming through industrial windows behind him. Worn red hand wraps loose around his wrists. His expression is unexpectedly warm and open\u2014the contradiction between his scarred, muscular frame and his gentle, almost vulnerable smile. Natural, candid moment, as if caught between rounds, relaxed and present.", "image_path": "images/iteration-0029/m08-seed2.png", "attractiveness": 5, "prompt_adherence": 7, "lipsync_adherence": 5, "weighted_score": 5.4, "reason": "Soft jawline with no angular definition, minor skin blemishes, and boyish features undercut the 'tough MMA fighter' read. Direct gaze is fine but no standout anatomy to lift this above neutral. Can't name 2 standouts.", "failure_tags": [ "soft_jawline", "boyish_when_mature_intended", "bad_skin", "mouth_closed", "low_chemistry" ] }, { "persona_id": "m09", "persona_name": "Wyatt", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome white man, eyes looking at camera, his mouth slightly parted. Early 30s, sun-weathered tan skin with warm golden undertone, strong jaw shadowed with dark stubble. Face shape is angular and masculine\u2014square jaw, sharp cheekbones, deep-set dark brown eyes with a direct, steady gaze, slight crow's feet at the corners from squinting in bright sun. Straight nose with a slightly flattened bridge, thin-lipped mouth with an understated natural fullness. Dark hair, short and tousled, just visible under a weathered Stetson that casts a shadow across his brow.\n\nBroad V-tapered build\u2014wide shoulders visibly filling out a worn red-and-brown plaid flannel shirt with the sleeves rolled to the elbows, defined forearms and the sternocleidomastoid line prominent in his neck. Shirt is unbuttoned at the collar, faded and fitted enough to show a lean, muscular chest. Narrow waist relative to shoulder width. Hands are visible\u2014calloused, weathered from ranch work.\n\nCowboy hat casting a natural shadow across the upper portion of his face. Seated or standing in a relaxed, stop-and-talk pose\u2014the kind of stance you'd see leaning against a porch railing or truck bed. Soft golden-hour natural light, warm and diffuse, catching the stubble and the texture of the flannel. Background is blurred and muted\u2014hints of weathered ranch infrastructure or dry grass. Amateur iPhone-quality photograph with slight grain, candid and unposed, authentic ranch-hand vibe.", "image_path": "images/iteration-0029/m09-seed1.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 8, "weighted_score": 8.2, "reason": "Sharp square jawline with clean angle, deep-set dark eyes holding direct intense gaze, visibly broad shoulders + muscular forearms through flannel, sun-tanned stubbled complexion adding rugged character. Hat pushed back rather than shadowing eyes as described \u2014 minor prompt miss.", "failure_tags": [] }, { "persona_id": "m09", "persona_name": "Wyatt", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome white man, eyes looking at camera, his mouth slightly parted. Early 30s, weathered sun-tan with warm golden undertone, dark stubble covering a strong square jaw. Broad V-tapered shoulders filling a faded burgundy flannel shirt, sleeves rolled to the elbows over defined forearms, narrow waist creating clear shoulder taper. Thick neck with visible sternocleidomastoid line. Dark brown eyes, deep-set and slightly hooded, narrow with a measured gaze, upper lids catching morning light. Straight dark brows, thick and mostly natural. Square face with high sharp cheekbones, strong nose with a straight bridge and slightly wide tip, thin upper lip over fuller lower lip with an asymmetric edge to his smile. Faint scar along the left side of his jaw \u2014 small, healed, barely noticeable unless you look twice. Dark brown hair, short and tousled, slightly grown out at the top, one piece falling across his forehead. Worn cream Stetson casting a slight shadow across the upper half of his face. Standing outdoors in early morning golden light, ranch fence and dry Montana grassland soft-focused behind him, dust catching the sun. Candid, natural posture like he just paused mid-work. Slight sweat sheen on his neck and forearms, the expression of a man who's been up since before dawn.", "image_path": "images/iteration-0029/m09-seed2.png", "attractiveness": 8, "prompt_adherence": 8, "lipsync_adherence": 9, "weighted_score": 8.2, "reason": "Sharp angular jawline, deep-set warm brown eyes with thick dark lashes, and high cheekbone structure under sun-tanned skin \u2014 three legit standouts. Frame partially obscured but lean neck/collarbone hints solid build. Genuinely above-average face.", "failure_tags": [] }, { "persona_id": "m10", "persona_name": "Aarav", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Indian man, eyes looking at camera, his mouth slightly parted. Late 20s, lean swimmer's build with defined shoulders and collarbones visible through a fitted charcoal henley, wiry upper-body strength without bulk. Warm deep-brown eyes, slightly almond-shaped and intelligent, framed by wire-rimmed glasses pushed casually up his nose. Narrow oval face with sharp jawline, high cheekbones, straight nose with a refined bridge, small full mouth with a subtle asymmetric quirk at one corner. Thick dark straight hair, shoulder-length on top and slightly tousled as if he just ran a hand through it, part on the left side. A few days of soft stubble across his jaw and upper lip. Warm medium-brown skin with neutral undertone. Seated at a wooden library table scattered with open books and a worn laptop, late afternoon golden light streaming through tall windows behind him, casting warm shadows across his face and neck. Natural, unstaged pose\u2014caught mid-thought, one hand near a book spine, the other relaxed on the table. Sharp-featured and magnetic; the rare combination of intellectual precision and understated physical presence. Soft natural light, slightly grainy iPhone quality, candid library atmosphere.", "image_path": "images/iteration-0029/m10-seed1.png", "attractiveness": 7, "prompt_adherence": 8, "lipsync_adherence": 8, "weighted_score": 7.4, "reason": "Sharp angular jawline and lean forearm/bicep definition through the henley sleeve are real standouts \u2014 the bookish-ripped combo lands. But the expression is too flat/neutral to push to 8. Nothing stops the scroll.", "failure_tags": [ "low_chemistry" ] }, { "persona_id": "m10", "persona_name": "Aarav", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome Indian man, eyes looking at camera, his mouth slightly parted. Late 20s, lean swimmer's build with defined shoulders and collarbones visible through a fitted charcoal henley, the fabric catching warm light across his upper chest and biceps\u2014athletic but graceful, not bulky. Warm deep-brown eyes with a slightly contemplative gaze, almond-shaped with a subtle inner crease. Narrow oval face with a sharp jawline and high cheekbones, smooth medium-brown skin with a cool undertone. Straight nose with a slightly tapered tip, full lips with a natural shape, the bottom slightly fuller than the top. Dark thick eyebrows with a natural arch, barely groomed. Black hair, shoulder-length, slightly tousled and falling forward on one side in that just-came-from-studying way. Silver-framed glasses pushed up onto his hair, leaving his eyes fully exposed. A small beauty mark at the left corner of his jaw. Slight stubble shadowing his jawline. Sitting at a library carrel in that golden-hour shaft of sunlight, one forearm resting on a closed textbook, the other hand near his chest\u2014relaxed but engaged, the kind of pose someone holds mid-thought. Warm amber light spilling across half his face and neck, soft shadows defining his collarbones. Amateur phone shot, natural focus, quiet intensity. Photorealistic, no retouching.", "image_path": "images/iteration-0029/m10-seed2.png", "attractiveness": 7, "prompt_adherence": 8, "lipsync_adherence": 8, "weighted_score": 7.4, "reason": "Delivers the 'ripped' promise: visibly defined biceps and shoulder width are a genuine standout. Direct, slightly intense gaze through wire-frame glasses is compelling. Face has angular structure but jawline is only moderate\u2014not razor-defined enough to push to 8.", "failure_tags": [] }, { "persona_id": "m11", "persona_name": "Yanis", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome French-Algerian man, eyes looking at camera, his mouth slightly parted. Early 30s, sharp-featured with a defined square jawline softened by day-old dark stubble, intense deep-set dark brown eyes with a slight downward gaze intensity, straight dark brows. Narrow oval face with high cheekbones and a straight bridge nose with a refined tip. Full lips with a natural asymmetric curve, the lower lip slightly fuller. Black hair, thick and tousled, slightly damp as if from kitchen heat.\n\nLean but defined build, visible broad shoulders and a tapered V-shaped torso visible through crisp white chef's whites with rolled sleeves exposing forearms marked with geometric black tattoos\u2014sharp lines and abstract forms running down both wrists. Defined collarbones and a strong neck with visible sternocleidomastoid line. Chest-up framing, seated or standing at a kitchen counter, warm amber task lighting casting subtle shadows across his face and forearms, the kind of direct heat-lamp glow from a restaurant kitchen. No smile\u2014a focused, slightly tense expression, the gaze of someone mid-service or mid-tasting. Soft stubble catching the light, a small scar visible near his left temple. Photorealistic, intimate, shot on an older iPhone, slight grain, bokeh kitchen background. Marseille restaurant kitchen ambiance.", "image_path": "images/iteration-0029/m11-seed1.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 8, "weighted_score": 8.2, "reason": "Sharp angular jawline with defined bone structure, intense dark deep-set eyes locked dead on camera, heavy stubble that carves jaw edge cleanly \u2014 three real standouts. Genuine smoldering intensity, not manufactured. Forearm tattoos visible, chef whites, kitchen setting all land.", "failure_tags": [] }, { "persona_id": "m11", "persona_name": "Yanis", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome French-Algerian man, eyes looking at camera, his mouth slightly parted. Early 30s, sharp-featured with a defined square jaw softened by a day's dark stubble, deep-set dark brown eyes with an intense focused gaze, straight nose with a defined bridge, thin upper lip over a fuller lower lip. Narrow oval face with high prominent cheekbones and a slight asymmetry to his mouth\u2014one corner lifts higher when relaxed. Thick dark hair, short on the sides and slightly longer on top, tousled and present-moment ungroomed. \n\nRolled chef whites exposing both forearms: intricate black-ink tattoos visible\u2014geometric patterns and script on one, a larger symbolic design on the other. Lean but defined build with visible sinewy forearms, athletic shoulders, narrow waist. Warm olive skin with golden undertone. \n\nFramed in soft warm kitchen lighting\u2014the amber glow of a professional tasting-menu kitchen at dusk, single pendant or range light catching one side of his face and throwing the other into shadow. Mid-shot, chest-up, leaning slightly against a stainless steel counter or edge of the pass. Natural, candid, as if caught mid-service or mid-thought. Concentrated, magnetic presence. Shot on a natural-light sensitive camera\u2014slight grain, soft bokeh of blurred kitchen equipment behind.", "image_path": "images/iteration-0029/m11-seed2.png", "attractiveness": 8, "prompt_adherence": 7, "lipsync_adherence": 9, "weighted_score": 8.0, "reason": "Sharp angular jawline with full dark stubble, intense penetrating dark eyes holding direct camera gaze, lean defined torso with visible muscle tone, bold detailed forearm tattoos adding edge \u2014 hits 3+ clear standouts. Not quite 9; face lacks that top-5% stop-scroll snap.", "failure_tags": [ "styling_dominates" ] }, { "persona_id": "m12", "persona_name": "Seojun", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Korean man, eyes looking at camera, his mouth slightly parted. Early 30s, Seojun sits in a high-rise office chair near a floor-to-ceiling window overlooking Seoul's skyline at dusk, soft golden-hour light spilling across his face and tailored navy suit. His expression is reserved but magnetic\u2014calm and controlled, the kind of stillness that commands a room without effort.\n\nFace shape is narrow and angular, with a sharp jawline that tapers to a pointed chin. Eyes are deep-set and hooded, almond-shaped, dark brown with an almost obsidian cast\u2014the gaze is level and piercing but not unkind. Straight brow bridge with a slight hook at the tip, refined columella. Lips are thin and precisely drawn, with a small natural asymmetry to the left side of his mouth that prevents the coldness from feeling artificial. Eyebrows are straight and medium-thick, natural grooming, a subtle arch that reads intelligent rather than emotive.\n\nHair is jet-black, slicked back with the faintest texture at the crown\u2014expensive haircut, very deliberately maintained but not to the point of artifice. Skin tone is cool porcelain with a neutral undertone, the kind of Korean complexion that photographs as near-luminous in golden light. One small scar runs through his left brow, barely visible\u2014a human detail that softens the archetype.\n\nBuild is lean but defined: broad shoulders tapering to a narrow waist, visible collarbone, sharp sternocleidomastoid line at the neck. The navy suit sits perfectly tailored, no wasted fabric. Posture is poised but not stiff\u2014elbows relaxed, hands resting on the armrest. The window light catches the edge of his profile and illuminates the Seoul cityscape behind him in soft focus. Amateur iPhone photograph, slightly underexposed in the background to keep focus on his face. No filter, natural grain.", "image_path": "images/iteration-0029/m12-seed1.png", "attractiveness": 8, "prompt_adherence": 8, "lipsync_adherence": 5, "weighted_score": 7.4, "reason": "Sharp defined cheekbones and clean bone structure; full, distinctly shaped lips that read as a genuine standout; broad neck-to-shoulder ratio visible even seated; flawless even skin with zero blemishes. Cold brooding quality lands.", "failure_tags": [ "eyes_averted" ] }, { "persona_id": "m12", "persona_name": "Seojun", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome Korean man, eyes looking at camera, his mouth slightly parted. Early 30s, Seojun sits in a high-floor Seoul office, floor-to-ceiling windows and city skyline soft-focused behind him. He wears a perfectly tailored navy suit with a crisp white dress shirt, no tie, top button undone. His build is lean but defined\u2014broad shoulders that taper to a narrow waist, visible collarbone and sternocleidomastoid line, the understated physicality of someone who runs before dawn but doesn't broadcast it.\n\nHis face is narrow and angular: sharp jawline, high prominent cheekbones, a long oval face structure that reads commanding rather than soft. His eyes are deep-set and narrow, dark brown verging on black with an alert, penetrating quality\u2014monolid with a subtle inner-corner crease that gives him a naturally skeptical expression. His nose is straight with a high bridge and a defined, slightly sharp tip. His lips are thin with a precise cupid's bow, pale against his cool-toned skin, the mouth of someone who doesn't smile often but when he does it lands.\n\nHis hair is jet-black, slicked back from his forehead in a clean, expensive cut\u2014a few strands falling forward over his temple, suggesting this shot caught him mid-workday, not post-grooming. His eyebrows are straight, dark, and moderately thick, with a small natural gap mid-brow. His skin is cool porcelain with a neutral undertone, luminous under office light.\n\nOne distinctive feature: a small, barely-visible scar along his left jawline, healed and faint, the kind that reads as lived experience rather than drama. His expression is reserved, almost blank\u2014magnetic not through warmth but through the intensity of his focus on the camera. The shot is medium shot, natural office light catching the line of his neck and shoulders, no filter, no softness. K-drama cold CEO energy, but real.", "image_path": "images/iteration-0029/m12-seed2.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 7, "weighted_score": 8.0, "reason": "Sharp angular jawline with clean-cut edge, intense direct dark-eyed gaze that delivers genuine magnetism, broad shoulders filling the suit frame with authority. Three clear specific standouts \u2014 top 15% territory, K-drama lead energy earned.", "failure_tags": [] }, { "persona_id": "m13", "persona_name": "Finn", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Australian man, eyes looking at camera, his mouth slightly parted. Late twenties, lean swimmer's build with sloping shoulders, defined collarbones, and athletic upper body that reads wiry rather than bulky. Sun-bleached blonde hair with natural texture variation\u2014some darker roots showing through, tousled and damp from a recent ocean swim, pieces falling across his forehead. Deep tan with warm golden undertone and visible salt-water residue on his skin, giving him that lived-in coastal look. Face shape is narrow oval with a sharp jawline softened by the tan; wide-set pale blue-green eyes with sun-creases at the corners from years of squinting at the water, downturned slightly at the outer edges. Straight nose with a slightly rounded tip, bridge sun-bleached lighter than the rest of his face. Warm, slightly crooked smile with an asymmetric quality\u2014one side reaching higher\u2014and a small scar above his left eyebrow from a childhood wipeout. Fair, naturally sparse eyebrows with a slight arch. Stubble along his jawline, a few days' worth, salt-bleached lighter in places. Wearing a faded, sun-worn rash guard or casual linen shirt, unbuttoned at the collar. Standing on wet sand at sunrise, golden hour light raking across his face and shoulders, ocean and beach visible soft-focused behind him. Relaxed posture, genuine ease in his expression\u2014the look of someone who just came out of the water and feels at home there. Photorealistic, amateur iPhone photography, natural soft light, candid warmth.", "image_path": "images/iteration-0029/m13-seed1.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 9, "weighted_score": 8.4, "reason": "Defined angular jaw with light golden stubble, clear blue-green eyes holding direct warm gaze, sun-bleached wavy blonde hair with genuine beach texture. Three clean standouts. Lean collarbone/neck visible. Not quite stop-scroll top-5% \u2014 slight AI generic flatness keeps it at 8.", "failure_tags": [ "generic_face" ] }, { "persona_id": "m13", "persona_name": "Finn", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome Australian man, eyes looking at camera, his mouth slightly parted. Late 20s, lean swimmer's build with sloping but present shoulders, defined collarbones, athletic upper body that reads as naturally earned from water time rather than gym work. Sun-bleached blonde hair with a slight salt-dried texture, tousled like he just toweled off post-surf, falling casually across his forehead. Warm golden-tan skin with that specific salt-and-sun weathering of someone who's in the ocean most mornings\u2014slight texture visible on his shoulders and forearms, no artificial bronzing. \n\nFace shape is slightly long and angular with a strong but not heavy jawline. Deep-set blue-green eyes with fine laugh lines at the corners, the kind that come from squinting into bright water and sun. Straight nose with a slightly rounded tip, a little crooked like it's been broken before. Warm, genuine crinkled smile with an asymmetric quality\u2014one corner of his mouth pulls up a fraction higher, giving it a naturally lopsided charm. Eyebrows are straight and medium-thickness, sun-bleached to almost blonde at the tips. Small thin scar along his right jawline, barely visible. His teeth are slightly imperfect\u2014not perfectly aligned, which reads as real.\n\nHalf-wet blonde hair, some strands darker from seawater, tousled and casual. He's wearing a simple faded blue rashguard or linen shirt, partially unbuttoned at the collar, clinging slightly from recent ocean spray. Framing: chest-up shot, shot from a slightly lower angle, positioned on a quiet beach at golden-hour sunrise. Soft diffuse light, natural and warm, catching the salt spray and water droplets on his skin. His expression is relaxed and present\u2014not posed, just caught in that moment between the ocean and the day ahead. Photorealistic, candid amateur iPhone vibe, not polished.", "image_path": "images/iteration-0029/m13-seed2.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.6, "reason": "Angular jawline with light blonde stubble, clear pale blue eyes with direct camera gaze, warm symmetrical smile showing upper teeth. Lean tanned shoulders visible through tank top. Three clean standouts \u2014 top 15%, I'd swipe.", "failure_tags": [] }, { "persona_id": "m14", "persona_name": "Cyrus", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Iranian-British man, eyes looking at camera, his mouth slightly parted. Late 20s, angular face with a sharp jawline and prominent cheekbones, narrow almond eyes with a calculating depth\u2014dark brown with flecks of amber\u2014set close together and slightly downturned at the outer corners. Straight nose with a refined bridge, thin-to-medium lips with a natural asymmetric curve and a small quirk at one corner of his mouth that reads as perpetual amusement. Dark eyebrows, straight and moderately thick, with a slight natural gap between them.\n\nThick, jet-black hair slicked back from his forehead with a few strands deliberately loose at the temple, giving the impression he ran a hand through it moments ago. Warm olive skin with a golden undertone. Broad shoulders, V-tapered build with visible upper chest definition visible beneath an open black designer leather jacket worn over a crisp white dress shirt, collar deliberately unbuttoned. Strong defined collarbones. Narrow waist relative to shoulder breadth. Full forearms visible at the wrists.\n\nShot from the chest up, slightly angled three-quarter view, caught mid-smirk in a dimly lit Mayfair lounge or private members' club\u2014deep amber mood lighting catching the side of his face, a hint of ambient luxury in soft focus behind him. Casual confidence, the look of someone about to say something clever and self-serving. Not quite a smile, just that bratty tilt of satisfaction.", "image_path": "images/iteration-0029/m14-seed1.png", "attractiveness": 7, "prompt_adherence": 9, "lipsync_adherence": 8, "weighted_score": 7.6000000000000005, "reason": "Thick, dramatically arched dark brows framing deep-set amber-brown eyes are a genuine standout; defined cheekbone-to-temple facial geometry adds structure. Two clear positives, but jaw has noticeable softness at chin preventing 8.", "failure_tags": [ "soft_jawline" ] }, { "persona_id": "m14", "persona_name": "Cyrus", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome Iranian-British man, eyes looking at camera, his mouth slightly parted. Late twenties, sharp-featured with a narrow oval face and a defined jawline that catches the low light. Deep-set dark brown eyes with a slight downturned shape, heavy-lidded and half-amused. Straight nose with a refined bridge, small sharp nostrils. Thin upper lip over a fuller bottom lip, asymmetric smirk that reads bratty and magnetic.\n\nSlicked-back jet-black hair with a sharp side part, still slightly damp from product, one strand falling loose across his forehead. Thick dark eyebrows, naturally arched and groomed, barely-there five o'clock shadow along a sharp jawline and upper lip. A single small beauty mark on his left cheekbone.\n\nBroad shoulders and a V-tapered build visible through an open charcoal designer leather jacket worn carelessly over a fitted black crew-neck, expensive but deliberately undone. Warm olive skin with a slight golden undertone. Sitting at a low angle on a Mayfair hotel bar stool or leaning against dark wood paneling, warm amber overhead lighting casting half his face in shadow. Candid amateur smartphone photo, soft focus background of expensive dim lighting and blurred luxury interior. Photorealistic, natural skin texture, the bratty smirk frozen mid-expression like he just said something he knows is trouble.", "image_path": "images/iteration-0029/m14-seed2.png", "attractiveness": 7, "prompt_adherence": 8, "lipsync_adherence": 4, "weighted_score": 6.6000000000000005, "reason": "Dramatically thick arched dark brows create genuine facial intensity; lean angular bone structure with visible cheekbone definition lands two clear standouts. Face reads gaunt though, and expression is blank/sullen rather than the intended bratty smirk \u2014 kills chemistry.", "failure_tags": [ "eyes_averted", "mouth_closed", "low_chemistry" ] }, { "persona_id": "m15", "persona_name": "Devon", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Black man, eyes looking at camera, his mouth slightly parted. Early 30s, Devon is a Chicago firefighter with a broad V-tapered build\u2014wide shoulders tapering to a narrow waist, defined upper chest and shoulders visible through his fitted station-house tee, thick neck with visible sternocleidomastoid definition, strong forearms. Deep mahogany skin with a warm neutral undertone.\n\nSquare face with a strong, defined jawline and high cheekbones, deep-set warm brown eyes with a slight downturned shape that softens his masculine features, thick natural brows. Straight nose with a strong bridge and squared tip. Full lips with a generous cupid's bow, easy approachable smile showing just a hint of his upper teeth. Close-cropped fade haircut, clean and practical. A thin scar runs along his left jawline\u2014barely visible but adds character.\n\nHe's standing in the garage bay of the Chicago fire station, concrete floor and equipment visible softly in the background, caught in warm natural daylight streaming through the high bay doors. His posture is relaxed and open, the kind of stillness that reads as someone ready to listen. The lighting catches the contour of his shoulders and softens across his face\u2014no harsh shadows, just the golden-hour warmth of a station house afternoon. The photo has that genuine, unhurried candid quality of a coworker snapping a quick shot between calls.", "image_path": "images/iteration-0029/m15-seed1.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 9, "weighted_score": 8.4, "reason": "Three clear standouts: defined angular jawline with clean chin structure, visible broad-shoulder athletic frame filling the tee, and warm soft brown eyes holding direct camera contact. Expression is pleasant but falls short of the promised easy warm smile.", "failure_tags": [ "low_chemistry" ] }, { "persona_id": "m15", "persona_name": "Devon", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome Black man, early 30s, eyes looking at camera, his mouth slightly parted. He's a firefighter in Chicago's South Side, lean and powerfully built with a broad V-tapered torso visible through his fitted station tee\u2014defined upper chest, thick shoulders that taper sharply to a narrow waist, strong forearms. His face is angular with a square jawline and high cheekbones, warm deep brown eyes with slightly hooded lids, a straight nose with a rounded tip, and an easy, genuine smile with a small gap between his front teeth. His skin has a warm mahogany tone. Close-cropped fade with a neat beard shadow. He's standing in the garage bay of the firehouse, surrounded by the muted grays and reds of equipment and trucks in soft natural daylight coming through the bay doors, creating gentle side-lighting across his face. His expression is warm, approachable, the kind of calm presence that comes from knowing how to handle a crisis. Photorealistic, amateur iPhone candid, no studio lighting, just a firefighter in his element during a quiet moment at the station.", "image_path": "images/iteration-0029/m15-seed2.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 9, "weighted_score": 8.4, "reason": "Sharp angular jawline with close-cropped beard framing; warm symmetrical smile showing bright white teeth with genuine not posed energy; visible bicep and forearm muscle definition through tee sleeves confirming athletic build. Clears 8 bar cleanly.", "failure_tags": [] }, { "persona_id": "m16", "persona_name": "Theo", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome German man, late 20s, eyes looking at camera, his mouth slightly parted. Narrow oval face with sharp, defined cheekbones and a subtle jawline, long-lashed deep-set eyes in cool gray-green, straight nose with a fine bridge, thin lips with a slight asymmetric curve. Shoulder-length dark brown hair, tousled and unstyled, falling past his collar with a natural part. Deliberately slim build \u2014 narrow sloping shoulders, visible collarbones, long lean arms with ink stains across his fingers and the back of his left hand, elegant negative space at the torso. Wearing a worn cream wool cardigan layered over a loose ivory linen shirt that drapes loosely on his slight frame, sleeves rolled to mid-forearm. Sitting at a small wooden table in a dimly lit Berlin cafe, late afternoon golden light streaming through a window behind him, catching the edge of his profile and casting soft shadows across the table. Candid, unposed moment \u2014 the kind of natural slouch that reads as thoughtful rather than athletic. Photorealistic, amateur iPhone photograph with soft warm grain, no studio lighting, gentle imperfection in focus and framing.", "image_path": "images/iteration-0029/m16-seed1.png", "attractiveness": 8, "prompt_adherence": 8, "lipsync_adherence": 9, "weighted_score": 8.2, "reason": "Pale grey-blue eyes with striking direct intensity, sharply angular cheekbones catching the window light, defined jawline with light stubble \u2014 three clear anatomical standouts. Slim non-muscular frame and tousled shoulder-length hair lock the editorial look.", "failure_tags": [] }, { "persona_id": "m16", "persona_name": "Theo", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome German man, late 20s, eyes looking at camera, his mouth slightly parted. Narrow oval face with sharp, defined cheekbones, deep-set almond eyes in a cool gray-green with a darker outer ring, straight nose with a refined bridge, and thin lips with a subtle asymmetric curve. Long dark brown hair, slightly tousled and falling past his shoulders with a center part, a few strands catching the light. Sparse, straight dark eyebrows. A small beauty mark just below his left collarbone.\n\nIntentionally angular build\u2014narrow sloping shoulders, lean wiry frame with elongated limbs, visible collarbones and defined but delicate musculature, long forearms with ink stains on his fingers. Worn cream cardigan layered over a loose linen shirt in pale gray that drapes on his slim torso, sleeves rolled casually. The aesthetic is delicate intellectual, sharp-featured, NOT athletic.\n\nSeated at a small table in a Berlin cafe, late afternoon golden light streaming through a nearby window, casting soft shadows across his face and hands. The background is warm and blurred\u2014vintage cafe interior, blond wood, soft ochre tones. His expression is quiet and introspective, gaze held at camera with gentle intensity. Photorealistic, amateur iPhone-shot vibe, natural light, candid and unposed.", "image_path": "images/iteration-0029/m16-seed2.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 9, "weighted_score": 8.4, "reason": "Sharp angular cheekbones catching late-afternoon light, striking blue-grey eyes with direct quiet intensity, clean jaw angle on a lean face \u2014 three solid standouts. Slim wiry frame reads exactly 'delicate intellectual.' No ink-stained fingers visible, minor miss.", "failure_tags": [] }, { "persona_id": "m17", "persona_name": "Sangwoo", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Korean man, eyes looking at camera, his mouth slightly parted. Mid-20s, pale cool-toned skin with a faint peachy undertone. Slim, intentionally narrow-shouldered frame \u2014 long elegant lines, delicate collarbones visible through fitted fabric, wiry rather than muscular, the build of someone who spends hours reading and thinking rather than moving. Narrow oval face with a sharp jawline, soft monolid eyes set slightly deep, warm dark-brown irises with a gentle, careful gaze. Straight nose with a refined bridge and soft rounded tip. Thin, symmetrical lips with a small cupid's bow. Perfectly styled middle-part black hair, glossy and pin-straight, framing his face with precision \u2014 freshly combed, not a strand out of place. Wire-rim round glasses catching soft amber window light. Fitted off-white linen shirt buttoned all the way to the collar, crisp and deliberate. Seated in a quiet library reading room or corner of a used bookshop, surrounded by soft shelves of books slightly out of focus behind him. Golden afternoon window light falling across one side of his face, warm and diffused. His posture is upright but relaxed, caught mid-thought or between pages \u2014 a naturally contemplative expression, serene and introspective. Photorealistic, soft-focus background, intimate conversational framing, candid amateur iPhone aesthetic.", "image_path": "images/iteration-0029/m17-seed1.png", "attractiveness": 8, "prompt_adherence": 7, "lipsync_adherence": 9, "weighted_score": 8.0, "reason": "Sharp clean mandibular angle on a lean face, near-flawless porcelain complexion with zero blemishes, and symmetrical facial proportions \u2014 three clear standouts. Collar open not buttoned-to-neck; hair is a loose natural part not a precise middle-part.", "failure_tags": [] }, { "persona_id": "m17", "persona_name": "Sangwoo", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome Korean man, eyes looking at camera, his mouth slightly parted, mid-20s with a pale cool complexion and deliberately slim build \u2014 narrow sloping shoulders, long elegant limbs, the intentional leanness of someone who inhabits ideas rather than gyms. His face is a narrow oval with soft monolid eyes set slightly wide, warm dark brown irises with a gentle unfocused quality, thin arched eyebrows barely groomed, a straight bridge nose with a soft rounded tip, and a small quiet mouth with a thin cupid's bow and barely-defined edges. His black hair is perfectly styled in a middle part, pin-straight and glossy, falling just past his ears with precision. Wire-rim round glasses frame his face with an understated precision. He wears a fitted off-white linen shirt buttoned to the collar, the fabric draping cleanly against his narrow frame. Soft window light from the left catches his glasses and illuminates the pale skin of his face and neck with a cool luminescence. He sits in a quiet reading room lined with books, one hand resting on an open philosophy text on the wooden table in front of him, the other at rest; his posture is upright but not rigid, the posture of someone mid-thought. The light is natural and diffuse, slightly overcast, casting no harsh shadows. The moment feels like a stolen candid \u2014 he has just glanced up from his book, catching the camera without performative awareness. Photorealistic, amateur iPhone-shot quality, soft focus in the background, sharp on his face and hands.", "image_path": "images/iteration-0029/m17-seed2.png", "attractiveness": 7, "prompt_adherence": 7, "lipsync_adherence": 5, "weighted_score": 6.6000000000000005, "reason": "Defined jawline with clean angles and immaculate pale complexion are genuine standouts; round glasses fit his face proportions precisely. Above-average but not scroll-stopping. Hair is side-swept not middle-parted; shirt collar is open not buttoned to collar as specified.", "failure_tags": [ "eyes_averted" ] }, { "persona_id": "m18", "persona_name": "Cassian", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome mixed-race man, eyes looking at camera, his mouth slightly parted. Late 20s, lean dancer's build with long limbs, sloping shoulders, defined collarbones, narrow waist, and elegant elongated musculature\u2014wiry and precise, never bulky. Warm deep brown skin with a golden undertone. Narrow oval face with sharp high cheekbones, deep-set dark brown eyes with an intense but soft gaze, and a small distinctive beauty mark just below his left cheekbone. Full soft lips with a subtle cupid's bow. Straight dark eyebrows, moderately thick and natural. Black hair pulled back in a neat low ponytail, a few loose strands framing his face. Mid-stretch at a sunlit dance studio, one arm extended overhead in a graceful reach, the other resting on his thigh, torso twisted slightly to show length and line. Soft natural light floods through tall windows, catching the planes of his face and highlighting the marley flooring and barre visible in soft focus behind him. Wearing a simple fitted black tank top and neutral dance pants. The image has an intimate, candid iPhone-shot quality\u2014sharp focus on his face and upper body, soft bokeh on the studio background. Photorealistic, amateur aesthetic, no retouching. The overall mood is one of focused grace and controlled strength.", "image_path": "images/iteration-0029/m18-seed1.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 9, "weighted_score": 8.4, "reason": "Sharp angular cheekbones with strong facial architecture, dark deep-set eyes landing direct intense gaze, lean elongated dancer's frame with defined collarbone and neck visible \u2014 three clear structural standouts. Hair is loose rather than neat low ponytail but close.", "failure_tags": [] }, { "persona_id": "m18", "persona_name": "Cassian", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome mixed-race man, eyes looking at camera, his mouth slightly parted. Late 20s, lean dancer's build with long limbs, narrow waist, sloping shoulders with elegant negative space, defined collarbones, and wiry forearms \u2014 precisely the opposite of gym-bulk. Dark hair pulled back in a neat low ponytail, a few loose strands framing his face. Sharp, angular cheekbones with high definition, deep-set almond eyes in warm dark brown with a slight olive cast, soft full lips with a subtle cupid's bow. Narrow oval face with a defined jawline and a small beauty mark just below his left cheekbone. Straight nose with a refined bridge and tapered tip. Thin, naturally arched eyebrows. Mid-stretch at a sunlit dance studio, one arm extended upward in a graceful elongated line, the other resting near his hip, body angled to show the length and precision of his frame. Marley flooring and a wooden barre visible softly in the background. Golden hour light streaming through tall windows, catching the planes of his face and the lean musculature of his upper body through a fitted black sleeveless shirt. The mood is focused, poised, effortlessly elegant \u2014 a photograph that captures the stillness and grace of a professional dancer mid-practice. Shot from a slight low angle that emphasizes his height and the elongation of his limbs, no extreme crop, soft natural shadows and warm ambient light, candid iPhone aesthetic with gentle imperfections.", "image_path": "images/iteration-0029/m18-seed2.png", "attractiveness": 7, "prompt_adherence": 8, "lipsync_adherence": 9, "weighted_score": 7.6000000000000005, "reason": "Sharp angular cheekbones catching warm side-light and intense dark eyes with direct gaze are two clear standouts. Soft jawline and boyish facial structure prevent 8. Lean elongated dancer's frame visible but not a male-attractiveness standout on its own.", "failure_tags": [ "soft_jawline", "boyish_when_mature_intended" ] }, { "persona_id": "f01", "persona_name": "Hannah", "persona_gender": "female", "seed": 1, "image_prompt": "A super candid amateur photo of a super beautiful white American woman, eyes looking at camera, her mouth slightly parted. Mid-20s, soft oval face with a gentle jawline, light hazel eyes with warm gold undertones, slightly wide-set and thoughtful. Small straight nose with a rounded tip, full bottom lip over a thinner top lip, natural brows with a soft arch. Sparse light freckles scattered across her nose and upper cheeks, warm porcelain skin with peachy undertones. Shoulder-length auburn hair, 2B loose waves, half-pinned up with a few pieces framing her face, freshly tousled and catching window light. Wearing an oversized cream cardigan over a thin cream camisole, the neckline relaxed and natural. Sitting by a coffee shop window, soft golden-hour light streaming across her face and shoulders, warm and diffused. Medium shot framing her from mid-chest up, slight three-quarter angle toward the light. Gentle, candid expression like she's just looked up from a book or her coffee cup, approachable and serene. Soft focus background of blurred caf\u00e9 interior. Shot on iPhone, natural and unretouched, amateur photography aesthetic.", "image_path": "images/iteration-0029/f01-seed1.png", "attractiveness": 8, "prompt_adherence": 8, "lipsync_adherence": 4, "weighted_score": 7.2, "reason": "Defined cheekbones with subtle hollows, full naturally pink lips, clear porcelain skin with charming freckle scatter across nose, and striking copper-auburn hair \u2014 solid 8. Hair is worn fully down, not the specified half-up. Eyes clearly averted from camera.", "failure_tags": [ "eyes_averted" ] }, { "persona_id": "f01", "persona_name": "Hannah", "persona_gender": "female", "seed": 2, "image_prompt": "A super candid amateur photo of a super beautiful white woman, eyes looking at camera, her mouth slightly parted. Mid-20s grad student with a soft round face, light freckles scattered across her nose and upper cheeks, warm hazel eyes with a gentle downward tilt, thin natural eyebrows, and a small asymmetric smile. Shoulder-length auburn hair with a loose golden undertone, half-pinned up with a few pieces falling around her face\u2014freshly washed and slightly tousled. Wearing an oversized cream cardigan layered over a thin caramel camisole, seated at a coffee shop window, soft afternoon natural light streaming across her face and shoulders. Lean but graceful posture, long collarbones visible at the neckline, quiet thoughtful expression. Amateur iPhone snapshot aesthetic, warm color grading, intimate and candid, not posed.", "image_path": "images/iteration-0029/f01-seed2.png", "attractiveness": 7, "prompt_adherence": 8, "lipsync_adherence": 8, "weighted_score": 7.4, "reason": "Rich saturated copper-auburn hair is a genuine scroll-stopper; light freckle scatter across the nose adds real charm; hazel-green eyes with warm tones. Soft jawline and average cheekbone definition keep this at 7 rather than 8. Hair is fully down, not half-up as prompted.", "failure_tags": [ "soft_jawline" ] }, { "persona_id": "f02", "persona_name": "Camila", "persona_gender": "female", "seed": 1, "image_prompt": "A super candid amateur photo of a super beautiful Latina woman, eyes looking at camera, her mouth slightly parted. Late 20s, warm bronze skin with golden undertone, athletic and toned with broad shoulders, defined upper back and shoulders visible through a fitted tank top, narrow waist that emphasizes her V-taper frame. Face: oval with high, sharp cheekbones, deep-set almond eyes with a slight upturned lift, warm dark-brown eyes with amber flecks, straight nose with a defined bridge and slightly rounded tip, full lips with a natural darker liner and an asymmetric confident smirk that reads cocky-warm. Thick straight eyebrows with a high arch. Hair: glossy dark brown, pulled into a high tight ponytail at the crown, a few face-framing strands loose. Small distinctive forearm tattoo visible on one arm. Posed in a gym or home fitness space, casual athletic wear (fitted sports bra or tank), slight sheen on skin from a recent workout, bright and self-assured energy. Natural bright daylight from a window, soft shadows across her face and shoulders. Photorealistic, amateur gym-mirror-energy candid shot, no filter, no studio setup.", "image_path": "images/iteration-0029/f02-seed1.png", "attractiveness": 8, "prompt_adherence": 8, "lipsync_adherence": 7, "weighted_score": 7.8, "reason": "Dark almond eyes with natural lashes carry real warmth; full symmetric lips with a confident smirk; defined cheekbones and clean jaw; lean athletic shoulders and collarbone visible. Forearm tattoo absent. Eyes angle slightly off-camera.", "failure_tags": [ "eyes_averted", "mouth_closed" ] }, { "persona_id": "f02", "persona_name": "Camila", "persona_gender": "female", "seed": 2, "image_prompt": "A super candid amateur photo of a super beautiful Latina woman, eyes looking at camera, her mouth slightly parted, late 20s with a confident grin. Medium shot framed like a gym mirror selfie but candid\u2014she's wearing a fitted charcoal sports bra and high-waisted black leggings, hair pulled into a sleek high ponytail that catches the light, a few loose strands framing her face. Warm medium brown skin with golden undertone. Narrow oval face with high sharp cheekbones, a defined jawline, and an angular intensity that softens when she smiles. Deep-set almond eyes, warm dark brown with flecks of amber, slightly hooded lids with naturally thick lashes. Straight nose with a defined bridge and slightly tapered tip. Full lips with a natural asymmetry\u2014fuller bottom lip, a distinctive off-center dimple on her right side when she grins. Straight thick eyebrows with minimal arch, mostly natural. Long jet-black hair with a slight natural wave texture. Small single-line geometric tattoo on her right forearm, delicate linework. Bright natural light from a gym window or studio lighting, skin luminous and healthy, a subtle glow of exertion. Her posture is proud and relaxed, one hand resting near her hip or loosely at her side. The vibe is cocky-warm\u2014she knows she's fit and confident but there's genuine warmth in her expression, not coldness. Amateur photography quality, soft shadows, photorealistic.", "image_path": "images/iteration-0029/f02-seed2.png", "attractiveness": 8, "prompt_adherence": 8, "lipsync_adherence": 9, "weighted_score": 8.2, "reason": "High cheekbones with subtle hollows, warm amber-brown eyes under strong dark brows with long lashes, genuinely athletic deltoid/arm definition visible. Confident cocky smile reads exactly right. No forearm tattoo visible \u2014 minor prompt miss.", "failure_tags": [] }, { "persona_id": "f03", "persona_name": "Yujin", "persona_gender": "female", "seed": 1, "image_prompt": "A super candid amateur photo of a super beautiful Korean woman, eyes looking at camera, her mouth slightly parted. Mid-20s with dewy luminous skin and a soft oval face, large dark doe eyes with sharp inner corners and a subtle monolid with a thin crease, warm deep-brown irises. Small straight nose with a rounded tip, full symmetrical lips with a natural peachy tone. Sparse natural eyebrows with a gentle arch. Long straight dark hair past her shoulders, freshly washed with a center part, framing her face softly. Wearing an oversized pastel lavender hoodie that drapes loosely from her shoulders. Seated by a window with soft afternoon Seoul sunlight illuminating her face, a calm neutral expression with a hint of quiet warmth, her posture relaxed and natural. Medium shot framing her from chest up. Photorealistic candid moment, slight ambient glow on her skin, no makeup visible, effortlessly pretty in an amateur iPhone snapshot style.", "image_path": "images/iteration-0029/f03-seed1.png", "attractiveness": 7, "prompt_adherence": 9, "lipsync_adherence": 9, "weighted_score": 7.800000000000001, "reason": "Even-toned porcelain complexion with minimal blemish and naturally pigmented full lips are the two clear standouts. Eyes read small-average rather than large/doe-like; face is pleasant but generic \u2014 no high cheekbones or sharp definition to push higher.", "failure_tags": [ "generic_face", "low_chemistry" ] }, { "persona_id": "f03", "persona_name": "Yujin", "persona_gender": "female", "seed": 2, "image_prompt": "A super candid amateur photo of a super beautiful Korean woman, eyes looking at camera, her mouth slightly parted. Mid-20s, soft and approachable presence with an idol-trainee aesthetic. She has a narrow oval face with high, prominent cheekbones and a gently tapered jawline. Her eyes are large and doe-like with a monolid structure and notably sharp inner corners that give a distinctive feline tilt; deep warm brown with a slight glossy sheen. Her nose is delicate with a narrow bridge and soft rounded tip. She has a small, cupid's-bow mouth with full lips and a naturally soft expression. Her eyebrows are dark, straight, and naturally groomed with a subtle arch. \n\nHer long dark hair \u2014 rich deep brown-black, silky-straight with a subtle natural shine \u2014 falls past her shoulders in loose waves, parted slightly off-center, with a few pieces framing her face. Her skin has that signature K-beauty dewy finish: porcelain with cool undertones, luminous and smooth, with barely-visible natural texture. She has light sparse freckles across the bridge of her nose and scattered on her cheekbones \u2014 not a defining feature, just a whisper of character.\n\nShe's wearing an oversized pastel lavender hoodie in soft knit fabric, the sleeves slightly rolled, creating a cozy casual vibe. The hoodie frames her petite, lean build \u2014 delicate collarbones visible at the neckline, sloping shoulders, graceful long limbs with defined but not bulky musculature. \n\nThe setting is soft and intimate: natural window light from the side creating gentle shadows and luminosity on her skin. She's seated, perhaps on a bed or window seat in a Seoul apartment bedroom \u2014 a hint of soft furnishings and warm-toned pillows in soft focus behind her. The overall mood is quiet, candid, intimate, and photorealistic \u2014 an iPhone snapshot feel, unretouched, caught mid-moment.", "image_path": "images/iteration-0029/f03-seed2.png", "attractiveness": 7, "prompt_adherence": 9, "lipsync_adherence": 9, "weighted_score": 7.800000000000001, "reason": "Two clear standouts: luminous dewy skin with genuine rosy flush on cheeks, and full naturally pink lips with clean symmetrical shape. Eyes are warm and direct but read medium-sized rather than large doe \u2014 not a third standout. Soft jawline keeps this from 8.", "failure_tags": [ "soft_jawline" ] }, { "persona_id": "f04", "persona_name": "Naomi", "persona_gender": "female", "seed": 1, "image_prompt": "A super candid amateur photo of a super beautiful mixed Black-Japanese woman, eyes looking at camera, her mouth slightly parted. Late 20s, slim build with defined collarbones and an elegant upright posture, the kind of quiet presence that reads thoughtful rather than fragile.\n\nFace: narrow oval with high cheekbones and a gently pointed chin, deep-set almond eyes with a slight upward tilt and rich warm brown irises with golden undertones, a straight nose bridge with a softly rounded tip, full lower lip over a thinner upper lip with a subtle off-center quality to her smile, sparse but well-defined brows in a gentle arch, skin tone a luminous deep warm brown with golden-olive undertone.\n\nDistinctive feature: a small beauty mark just above her right cheekbone, almost invisible until the light catches it.\n\nShort natural hair in a close-cropped cut with defined 3B coils, freshly shaped with soft texture visible throughout, framing her face closely and emphasizing her bone structure and neck line. No visible product sheen \u2014 just the hair as it sits this morning, with a slight lived-in quality.\n\nWearing a well-worn paint-stained denim jacket over a soft cream long-sleeved shirt, the jacket unbuttoned and falling loosely off one shoulder, visible paint splatters in muted blues and ochres across the left cuff and pocket. Soft natural window light from the side, casting gentle definition across her face and shoulder. Seated casually in a Brooklyn coffee shop, slightly turned toward the camera with one hand resting on the table edge, mid-conversation or mid-thought. Warm, intimate, utterly unposed. 35mm film aesthetic, slight grain, soft focus in the background.", "image_path": "images/iteration-0029/f04-seed1.png", "attractiveness": 7, "prompt_adherence": 9, "lipsync_adherence": 7, "weighted_score": 7.4, "reason": "Two clear standouts: clean even-toned skin with no visible blemishes, and almond-shaped warm brown eyes with natural emphasis. Face is symmetrical and pleasant but lacks a third memorable feature to push to 8. Overall above-average, would message.", "failure_tags": [ "eyes_averted" ] }, { "persona_id": "f04", "persona_name": "Naomi", "persona_gender": "female", "seed": 2, "image_prompt": "A super candid amateur photo of a super beautiful mixed Black-Japanese woman, eyes looking at camera, her mouth slightly parted. Late 20s, slim build with defined collarbones and an elegant line through her shoulders, the kind of understated athleticism that comes from standing at an easel all day. Warm deep-brown skin with golden undertones.\n\nNarrow oval face with a sharp jawline, deep-set almond eyes with a slight upward tilt, rich warm-brown irises with flecks of amber. Small straight nose with a rounded tip, thin top lip over a fuller defined bottom lip, subtle dimple on her left side only. Sparse but present freckles across her nose bridge and upper cheeks.\n\nHer hair is natural 3C tight corkscrew curls, cropped close to her head in a textured fade, freshly shaped and catching soft light. Dark brown with warm undertones, a few days past a wash so the curls have that lived-in bounce.\n\nShe's wearing a vintage denim jacket, worn soft, with dried acrylic paint streaks across the left sleeve and front\u2014blues, ochres, reds layered over months of studio work. The paint stains feel earned, not costume. Thin white t-shirt underneath, barely visible at the neckline.\n\nSitting in a bright Brooklyn coffee shop window, golden-hour afternoon light spilling across half her face. She's turned slightly toward the window, one arm resting on a small wooden table scattered with a half-empty cappuccino and a worn black sketchbook. Her expression is calm and inward\u2014not smiling, just present, the quiet focus of someone thinking in images. Natural soft lighting, slight grain, iPhone-shot candid feel.", "image_path": "images/iteration-0029/f04-seed2.png", "attractiveness": 7, "prompt_adherence": 10, "lipsync_adherence": 5, "weighted_score": 7.2, "reason": "Amber-honey eyes are genuinely striking, and high cheekbones with good definition give real structure. Smooth luminous skin is a third positive. Not an 8 \u2014 lips are thin, gaze is slightly averted, and the overall face doesn't stop scroll on its own.", "failure_tags": [ "eyes_averted", "mouth_closed" ] }, { "persona_id": "f05", "persona_name": "Anya", "persona_gender": "female", "seed": 1, "image_prompt": "A super candid amateur photo of a super beautiful Polish woman, eyes looking at camera, her mouth slightly parted. Late 20s, fair porcelain skin with cool undertone, soft blonde waves falling past her shoulders in a half-tousled state, half-pinned back with a small tortoiseshell clip. Round face with soft cheekbones, warm hazel eyes behind delicate wire-rim round glasses, slight inner-eye crease giving a gentle hooded quality, pale blonde brows naturally sparse and feathered. Small button nose with a rounded tip, full but undefined cupid's bow, slightly asymmetric smile with a single left dimple. Lean but defined frame with sloping shoulders, visible collarbones, elegant posture. Wearing a oversized cream-colored wool cardigan layered over a soft cream high-neck blouse with a subtle texture, sitting cross-legged on a worn linen armchair in a sunlit corner of a Brooklyn brownstone apartment. Soft afternoon window light casting gentle shadows, warm and unhurried. A stack of vintage library books rests on the armrest beside her; a ceramic mug of tea steams gently in the background. Expression is calm, thoughtful, inviting \u2014 the candid moment of someone mid-thought about a good story. Natural, unretouched, amateur iPhone quality.", "image_path": "images/iteration-0029/f05-seed1.png", "attractiveness": 7, "prompt_adherence": 9, "lipsync_adherence": 8, "weighted_score": 7.6000000000000005, "reason": "Above average: clean fair complexion with no visible blemishes, defined cheekbones, natural blonde coloring that works. Oversized cardigan erases any frame read entirely. Pleasant but won't stop a scroll.", "failure_tags": [ "styling_dominates", "weak_frame" ] }, { "persona_id": "f05", "persona_name": "Anya", "persona_gender": "female", "seed": 2, "image_prompt": "A super candid amateur photo of a super beautiful Polish woman, eyes looking at camera, her mouth slightly parted. Late 20s, soft fair skin with cool porcelain undertone, narrow oval face with a gentle jawline and high cheekbones. Wide-set pale blue-gray eyes with a subtle double-lid, warm and thoughtful gaze, framed by feathered fair eyebrows with a gentle arch. Small straight-bridge nose with a rounded tip, delicate and proportionate. Soft full lips with a cupid's bow, undefined edges, naturally pale pink. Lean but defined build with sloping shoulders, elegant collarbones, and a graceful posture.\n\nShoulder-length soft blonde waves with a center part, freshly brushed and catching warm afternoon light, falling gently past her shoulders. A small light freckle pattern dusted across her nose and upper cheeks, sparse and barely-there. Wire-rim round glasses with a slight vintage patina, sitting naturally on her nose.\n\nWearing an oversized cream linen cardigan over a high-neck ivory blouse with subtle texture, sleeves pushed up to mid-forearm. Seated at a wooden library desk near a tall window, late-afternoon golden hour light streaming across her face and casting soft shadows. Warm, approachable expression\u2014the kind of person you'd ask for a book recommendation. Amateur iPhone snapshot, soft natural light, cottagecore warmth, photorealistic.", "image_path": "images/iteration-0029/f05-seed2.png", "attractiveness": 7, "prompt_adherence": 9, "lipsync_adherence": 8, "weighted_score": 7.6000000000000005, "reason": "Clear blue-grey eyes with natural brightness visible through glasses are a genuine standout; natural golden-blonde waves frame the face well. Soft jawline keeps it from going higher. Lips subtly parted, direct gaze.", "failure_tags": [ "soft_jawline" ] } ], "aggregates": { "male_count": 36, "female_count": 10, "male_attractiveness_mean": 7.527777777777778, "male_attractiveness_stdev": 0.6866226163504597, "female_attractiveness_mean": 7.3, "female_attractiveness_stdev": 0.45825756949558405, "male_weighted_mean": 7.772222222222222, "female_weighted_mean": 7.6, "lipsync_adherence_mean": 7.804347826086956, "prompt_adherence_mean": 8.434782608695652, "failure_tag_histogram": { "soft_jawline": 11, "eyes_averted": 11, "weak_frame": 2, "off_angle": 1, "bad_skin": 2, "boyish_when_mature_intended": 3, "wrong_age_range": 1, "mouth_closed": 4, "low_chemistry": 5, "styling_dominates": 2, "generic_face": 2 }, "axes": [ [ "attractiveness", 0.6 ], [ "prompt_adherence", 0.2 ], [ "lipsync_adherence", 0.2 ] ] }, "baseline_metrics": { "male_count": 36, "female_count": 10, "male_attractiveness_mean": 7.027777777777778, "male_attractiveness_stdev": 1.1422713997195606, "female_attractiveness_mean": 7.7, "female_attractiveness_stdev": 0.45825756949558405, "male_weighted_mean": 7.883333333333334, "female_weighted_mean": 8.440000000000001, "lipsync_adherence_mean": 9.130434782608695, "prompt_adherence_mean": 9.369565217391305, "failure_tag_histogram": { "awkward_expression": 4, "generic_face": 2, "bad_skin": 2, "extreme_close_up": 1, "mouth_closed": 5, "styling_dominates": 1, "narrow_shoulders": 2, "soft_jawline": 1, "uncanny": 5, "bad_grooming": 1, "asymmetric_eyes": 1, "weak_frame": 1, "boyish_when_mature_intended": 1 }, "axes": [ [ "attractiveness", 0.6 ], [ "prompt_adherence", 0.2 ], [ "lipsync_adherence", 0.2 ] ] }, "eps": 0.3, "pass": false, "pass_reason": { "fail_reason": "female attractiveness regressed beyond eps (-0.400 < -0.3)", "male_uplift": 0.5, "female_drift": -0.40000000000000036 } }