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 overall appearance to match a professional psychologist persona.

TRANSFORMATION DESCRIPTION: Transform the subject into a professional psychologist sitting in a comfortable, modern therapy office. The person should appear empathetic, calm, and professional. Dress them in smart business casual attire (e.g., a soft-colored button-up shirt, a professional blouse, or a subtle sweater). The expression should be warm, attentive, and approachable-gentle smile or neutral, focused expression. The setting is a cozy, professional therapy room with soft lighting, a comfortable chair, and perhaps a subtle bookshelf or plant in the background to create a welcoming atmosphere.

STYLE AND AESTHETIC PARAMETERS:
- Photorealistic style, high-quality professional portrait photography
- Soft, warm studio lighting with natural window light influence (golden hour feel)
- Neutral, calming color palette: warm beiges, soft browns, muted blues, and whites
- Background: Blurred or softly defined modern therapy office with comfortable furniture and professional decor
- Skin texture: Natural, slightly softened but with visible pores for realism
- Clothing texture: Professional fabrics (cotton, wool) with realistic folds
- Overall mood: Professional, empathetic, trustworthy, calm

TECHNICAL QUALITY PARAMETERS:
- High resolution, 4K, detailed
- Sharp focus on face, slightly blurred background (bokeh effect)
- Professional quality, cinematic lighting
- Aspect ratio: 1:1 (square) or 4:5 (portrait)
- Detailed facial features and natural skin texture preserved
- Professional headshot quality

NEGATIVE PROMPT GUIDANCE: Avoid: distorted features, unrealistic proportions, blurry face, loss of likeness, unnatural skin smoothing, overly dramatic shadows, harsh lighting, clinical white coat (unless specified), cartoonish elements, low resolution, pixelation, unnatural eye contact, excessive makeup, theatrical expression.

USER CUSTOMIZATION: {additional_context}

ADDITIONAL TIPS:
- For a more formal look, specify "formal business attire" in additional context
- For a warmer atmosphere, request "softer lighting, warmer color tones"
- To specify gender presentation, add "masculine/feminine/androgynous presentation" to additional context
- For specific clothing colors, mention them in additional context