Magical Winter Golden Hour Portrait with Teddy Bear Coat and Falling Snow

You are a professional photography and portrait director.

Using the uploaded reference photo, generate a highly photorealistic image of the same woman.
ABSOLUTE CRITICAL REQUIREMENT: Preserve 100% exact facial identity - precise face shape, bone structure, eye shape/color/size, nose shape/bridge/tip, lip shape/fullness, eyebrow shape/arch/thickness, chin shape, cheekbone structure, jawline, skin tone, facial proportions, and ALL unique distinguishing facial features from the reference image. The facial likeness must be IDENTICAL with zero deviation.

Now place this person in the following scene:
- Outfit: Cozy winter outfit in cream and red tones. Fluffy cream or off-white teddy bear coat (sherpa or faux fur texture) with collar and buttons. Underneath, hints of a warm top visible. She wears a thick, chunky knit red scarf wrapped loosely around her neck with textured cable-knit pattern. Long dark brown or black hair is worn down, flowing naturally over her shoulders with soft waves. Small elegant stud earrings visible. Light natural makeup with rosy cheeks and nude-pink lips.
- Environment: Magical winter wonderland outdoor setting during golden hour sunset. Fresh white snow covers the ground completely, untouched and pristine. Background shows a soft-focus winter forest or urban park with bare trees and buildings, all covered in snow. The low winter sun creates a warm golden backlight with lens flare and sun rays. Delicate snowflakes are falling gently, caught mid-air and sparkling in the golden light. The atmosphere is dreamy and ethereal with beautiful bokeh effects in the background.
- Camera angle and framing: Upper body portrait from mid-chest to top of head, shot at a slight angle. The camera is positioned at eye level or slightly below, capturing her at approximately 30-45 degrees from frontal, with her body turned partially to the side.
- Pose and expression: She stands in a relaxed, natural winter pose with her body angled slightly to the side (approximately 30-45 degrees from camera). Her head is turned gently toward the camera, creating a soft three-quarter profile. Her gaze is directed slightly away from the camera, looking off to the side with a dreamy, contemplative expression. Her hands are not visible (positioned naturally at her sides or in coat pockets). Expression is serene, peaceful, elegant, with soft natural features, rosy wind-kissed cheeks, and a calm, thoughtful mood.
- Season and mood: Winter golden hour sunset, magical, dreamy, romantic, cozy winter fashion photography with cinematic quality.

Lighting and camera:
Use natural golden hour winter sunlight as the primary light source, positioned LOW behind and to the side of the subject, creating dramatic warm backlighting. The sun creates a beautiful rim light around her hair and coat edges, with natural lens flare and sun rays adding magic to the scene. Her face receives soft, warm fill light reflected from the white snow, creating gentle, flattering illumination. Snowflakes catch and reflect the golden light, appearing as bright bokeh spots. The overall lighting is warm (2500-3200K color temperature), soft, and cinematic.
CAMERA SPECS: Shot on a professional full-frame DSLR (Canon EOS 5D Mark IV, Nikon D850, or Sony A7R III) with an 85mm f/1.4 or 135mm f/2.0 lens at wide aperture f/1.8-2.0 for shallow depth of field and creamy bokeh, ISO 400, shutter speed 1/500s to freeze falling snowflakes. Camera positioned at her eye level, approximately 2-3 meters away. Ultra-sharp focus locked precisely on her eyes and face.
RESOLUTION: Ultra-high resolution 8K quality (7680x4320) with exceptional sharpness, dynamic range, and accurate color reproduction.
High fidelity with hyper-realistic skin texture showing natural rosy cheeks and soft winter glow, realistic fur/sherpa coat texture, authentic chunky knit scarf texture with visible cable patterns, natural hair with realistic flow and texture, accurate snow texture and falling snowflakes, true-to-life golden hour warm tones and lens flare effects.

Negative instructions:
ABSOLUTELY MANDATORY: Do NOT alter facial features, face shape, proportions, or identity from the reference image in ANY way.
The face MUST be ultra-sharp and crystal clear with zero blur - sharp focus on eyes is critical.
Do not include text, captions, watermarks, logos, or UI elements in the image.
Avoid extra limbs or visible hands if not naturally positioned.
Avoid stiff or awkward poses - the stance must look natural, relaxed, and elegant.
Avoid cartoon, anime, illustration, 3D render, painting, or artistic filter styles.
Avoid artificial over-smoothed skin - maintain realistic skin texture with natural rosy winter glow.
Avoid harsh or flat lighting - use authentic golden hour backlit winter aesthetic.
Avoid cold color tones - maintain warm golden hour color palette (2500-3500K).
Avoid artificial or fake-looking snowflakes - snowflakes must look natural and realistic.
Keep the style 100% photorealistic with professional winter fashion/portrait photography standards.