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[Subject] Single female-presenting young adult turning back toward camera while walking forward. Distinct short blunt bangs and dual side buns. Wearing a fitted long-sleeve bright red bodycon dress. Expression is warm smile with direct eye contact.

[Environment] Nighttime outdoor winter/light-installation venue with blue-lit ice or translucent arch structures, pathway with snow on sides, low torch-like lights along walkway, and a few people in background. Dome-like structure overhead hints at immersive event setting.

[Composition] Square 1:1 frame, subject occupies center-right foreground, body angled away but face turned back. Leading lines from walkway guide toward blue arches.

[Lighting] Predominantly cool blue ambient event lights with subtle warm accents from side torches; low-light scene with slight atmospheric haze.

[Palette] Strong red dress contrast against blue-cyan environment; dark night background with neon-like highlights.

[Style] Night lifestyle/event candid with cinematic color contrast, social-media portrait feel.

[Detail constraints] Keep one red-dressed subject turning back on a snowy blue-lit pathway, with ice-like arches and nighttime event ambiance.

Negative prompt: daylight scene, indoor studio, no arches, no snow cues, extra foreground subjects, different dress color, text overlays, watermark, heavy cartoon rendering.

Suggested parameters: 1:1 aspect ratio, 35mm lens equivalent, medium DOF, 26-36 steps, CFG 6-7, DPM++ 2M Karras, seed 67240539.

Delta prompts:
1) Dress color drift -> "vivid red long-sleeve fitted dress".
2) Hair drift -> "blunt bangs with two side buns".
3) Scene too warm -> "cool blue nighttime installation lighting".
4) No winter cues -> "snow edges along walkway".
5) Arches missing -> "illuminated translucent arch corridor".
6) Pose wrong -> "walking away while looking back and smiling".
7) Added crowds -> "few distant background people only".
8) Composition off -> "subject foreground right, path leading center".
9) Lighting flat -> "blue ambient with warm torch accents".
10) Mood mismatch -> "immersive night event atmosphere".