IDENTITY PRESERVATION INSTRUCTION:
Using the uploaded photo as reference, preserve the person's exact facial features, face shape, eye color, skin tone, and unique characteristics while transforming the entire image into a Twin Peaks style cinematic portrait. The subject's identity must remain completely recognizable and authentic to the original photo.

TRANSFORMATION DESCRIPTION:
Transform the photo into a 1990s cinematic Twin Peaks style scene. Apply the signature David Lynch aesthetic with film noir lighting, mysterious Pacific Northwest atmosphere, and subtle surreal elements. The person should appear as if they are a character in the show - a detective, witness, or resident of the mysterious town. Create dramatic shadows, moody ambient lighting, and that distinctive 1990s film grain texture. The overall mood should be mysterious, atmospheric, and slightly unsettling in the classic Twin Peaks tradition.

STYLE AND AESTHETIC PARAMETERS:
- Art style: Cinematic film noir with 1990s film grain, photorealistic but with dramatic artistic lighting
- Lighting conditions: Dramatic chiaroscuro lighting, deep shadows, moody ambient light, single key light source creating long shadows
- Color palette: Muted desaturated colors, deep forest greens, dark blues, warm tungsten interior lights, signature Twin Peaks color grading with crushed blacks and elevated shadows
- Background treatment: Either keep original background transformed to match Twin Peaks aesthetic (dark forest, red curtains, log cabin interior, or rainy diner) OR replace with iconic Twin Peaks locations - mysterious woods at dusk, the Black Lodge red room curtains, or a dimly lit Great Northern Hotel hallway
- Mood: Mysterious, atmospheric, slightly surreal, contemplative, detective noir atmosphere
- Texture: Visible 1990s film grain, subtle VHS-style softness, cinematic film texture

TECHNICAL QUALITY PARAMETERS:
- High resolution, 4K, detailed
- Sharp focus on face while maintaining atmospheric depth
- Professional cinematic quality
- Aspect ratio: 16:9 (cinematic widescreen) or 4:3 (authentic 1990s TV ratio)
- Film grain applied naturally, not overwhelming
- Color grading: cinematic, desaturated with selective color emphasis
- Depth of field: subtle bokeh for background elements

NEGATIVE PROMPT GUIDANCE:
Avoid: distorted features, unrealistic proportions, blurry face, loss of likeness, modern digital aesthetics, oversaturated colors, HDR effects, plastic skin texture, cartoonish elements, anime style, fantasy elements (unless specifically requested), overly sharp digital clarity, smartphone photo look, social media filters, bright cheerful lighting, modern fashion styles

USER CUSTOMIZATION:
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EXAMPLE CUSTOMIZATION OPTIONS:
- Specify desired background: "forest at dusk", "red room curtains", "diner interior", "log cabin"
- Specify character role: "detective", "agent", "town resident", "mystery figure"
- Adjust mood: "more mysterious", "less surreal", "darker shadows"
- Add props: "coffee cup", "badge", "flashlight", "notebook"
- Time of day: "night scene", "overcast afternoon", "golden hour"
- Specific Twin Peaks reference: "Season 1 style", "Fire Walk With Me movie", "The Return aesthetic"