Use the uploaded portrait as the exact identity reference for the person. Transform the source image into a cinematic environmental portrait photographed THROUGH a real glass window. The final image should look like an intentional photograph captured by a professional photographer, not like a digital double-exposure effect. SUBJECT PRESERVATION: Preserve the person’s exact recognizable: – Facial features – Face shape – Skin tone – Ethnicity – Hairstyle – Age – Body proportions – Distinctive characteristics Do not beautify, reshape, or reinterpret the face. Keep realistic skin texture, pores, hair strands, and natural imperfections. SCENE: Place the subject naturally beside a large window in: [ENVIRONMENT] Examples: – Late-night café – Train – Hotel – Restaurant – Apartment – Taxi – Airport lounge – Storefront Photograph the subject from OUTSIDE or THROUGH the glass. The glass must physically exist between the camera and the subject. WINDOW REFLECTIONS: Create realistic environmental reflections across the glass. Possible reflections include: – City lights – Illuminated signs – Passing vehicles – Street lamps – Building windows – Pedestrians – Traffic lights – Trees – Interior lamps – Distant architecture The reflections must follow the angle, perspective, brightness, and physical behavior of real glass. Do not simply overlay random objects across the subject. FACE VISIBILITY: Keep the person’s face clearly recognizable. Allow reflections to cross portions of the face naturally, but avoid placing strong reflections directly over both eyes. Use darker or quieter areas of reflection around important facial features. The subject should remain the emotional focal point. GLASS DETAILS: Include subtle physical characteristics of real glass where appropriate: – Faint glare – Soft light streaks – Tiny dust particles – Subtle fingerprints – Slight haze – Condensation near the edges – Gentle internal reflections Keep these details understated. LIGHTING: Use cinematic motivated lighting. Light the subject primarily from believable sources within the environment. Allow reflected exterior light to introduce subtle secondary colors onto the subject. Maintain realistic highlights and shadows. DEPTH: Create multiple visual layers: 1. Camera 2. Reflections on the glass 3. Physical glass surface 4. Subject 5. Interior environment behind the subject These layers should produce convincing photographic depth. CAMERA: Simulate professional full-frame photography. Lens: 50mm or 85mm Aperture: approximately f/1.8 to f/2.8 Use shallow but believable depth of field, natural optical bokeh, realistic exposure, subtle film grain, and balanced dynamic range. COMPOSITION: Use reflections to frame the subject and guide attention toward the face. Include intentional negative space. Avoid centering every element perfectly. The image should feel candid and observational, as though a photographer noticed a beautiful moment through the window. MOOD: Cinematic. Atmospheric. Intimate. Quiet. Editorial. Photographic. Emotionally grounded. IMPORTANT: – Preserve the person’s identity. – Do not create a second face in the reflection. – Do not duplicate the subject. – Do not create impossible reflections. – Do not make the reflection equally sharp as the subject. – Do not cover the entire face with bright signage. – Do not turn the image into a surreal double exposure. – Keep the physics of the glass believable. – Maintain realistic human anatomy. – The finished image must look photographed rather than digitally composited. OPTIONAL CREATIVE DIRECTION: Environment: [LATE-NIGHT CAFÉ / TRAIN / HOTEL / TAXI / RESTAURANT / ETC.] Time: [GOLDEN HOUR / BLUE HOUR / NIGHT / RAINY NIGHT] Mood: [ROMANTIC / MELANCHOLIC / LUXURIOUS / URBAN / MYSTERIOUS / WARM] Reflection source: [CITY LIGHTS / NEON SIGNS / TRAFFIC / SUNSET / ARCHITECTURE] Wardrobe: [KEEP ORIGINAL / DESCRIBE WARDROBE] Color direction: [WARM / COOL / TEAL AND AMBER / MUTED / NATURAL] Aspect ratio: [4:5 / 3:2 / 16:9 / 1:1]