{"subject": {"description": "Young woman with a pregnant fat yet voluptuous physique, appearing in her 20s. She has a fair complexion with visible freckles across her nose and cheeks. Her face is framed by messy, brown hair styled in an updo with long, wispy bangs covering her forehead.", "body_details": {"bust": "Extremely voluminous and heavy bust, clearly significantly above average size. The breasts appear full with a natural, heavy teardrop shape, creating deep cleavage. The volume projects forward and outward, dominating the lower center frame. The skin on the chest is sun-kissed with visible texture.", "torso": "Visible collarbones and neck, leading down to the large bust. The waist is obscured by the close framing.", "skin": "Tanned skin tone with natural sun damage, freckles, and skin texture. Not airbrushed."}, "clothing": {"top": "White, scoop-neck sports bra or crop top made of a smooth, matte fabric. The straps are thin. The fabric is stretched tight across the chest volume.", "accessories": "A simple gold necklace with a circular pendant resting on the upper chest. Subtle gold bracelet on the left wrist. Small stud earrings."}}, "pose": {"type": "Seated selfie portrait", "head": "Facing directly forward, chin slightly tucked, gaze directed straight into the camera lens with a pouty expression.", "arms_and_hands": "Her right arm (viewer's left) extends forward out of frame, indicating she is holding the camera. Her left hand (viewer's right) is raised to her shoulder, with fingers (featuring a French manicure) hooking under the bra strap and pulling it slightly outward and upward.", "posture": "Leaning slightly forward towards the camera, emphasizing the depth of the chest relative to the face."}, "environment": {"location": "Interior of a luxury vehicle.", "details": "Red leather seats with visible stitching behind her. Through the rear window, a sunny outdoor scene is visible, including a paved road, palm trees, and the rear of a white sedan.", "context": "Daytime travel setting."}, "camera": {"perspective": "Close-range selfie perspective (arm extension implied). High angle looking slightly down at the face and torso.", "focal_length": "Wide angle (approx 24mm to 35mm), creating a slight barrel distortion that accentuates the foreground (chest) and facial features.", "depth_of_field": "Shallow to medium depth of field; the subject is sharp, the background through the car window is slightly soft but distinguishable."}, "lighting": {"source": "Natural daylight entering through car windows.", "quality": "Bright, somewhat harsh sunlight creating high contrast. Strong highlights on the forehead, nose, and upper curves of the breasts.", "shadows": " distinct shadows cast by the bangs onto the forehead and eyes. Shadows defining the cleavage and the contours of the collarbones."}, "mood_and_expression": {"emotion": "Confident, sultry, slightly bored or posing casually.", "facial_features": "Plump lips in a pout, blue-grey eyes looking intensely at the viewer, relaxed eyebrows."}, "style_and_realism": {"genre": "Casual selfie, social media realism.", "rendering": "Photorealistic, high fidelity to texture and imperfections.", "aesthetic": "Raw, unfiltered day-in-the-life snapshot."}, "colors_and_tone": {"palette": "Warm skin tones, bright white top, vibrant red leather seat, muted greens and blues in the background.", "contrast": "High contrast due to direct sunlight.", "saturation": "Natural saturation, slightly warm color temperature."}, "quality_and_technical_details": {"resolution": "High", "sharpness": "Sharp focus on eyes and chest, texture visible.", "noise": "Low ISO, clear daylight shot."}, "aspect_ratio_and_output": {"ratio": "3:4", "framing": "Vertical portrait crop, cutting off at the top of the head and just below the bust line."}, "controlnet": {"pose_control": {"model_type": "DWPose", "purpose": "Exact skeletal and pose lock", "constraints": ["preserve hand pulling strap gesture", "preserve head tilt", "preserve shoulder alignment"], "recommended_weight": 1.0}, "depth_control": {"model_type": "MiDaS", "purpose": "Depth, volume, and camera-to-body spatial lock", "constraints": ["preserve chest projection relative to face", "maintain car interior depth planes"], "recommended_weight": 0.8}}, "negative_prompt": {"forbidden_elements": ["anatomy normalization", "body proportion averaging", "smaller bust than reference", "reduced chest volume", "flattened breasts", "compressed chest", "artificial lift", "slimmed torso", "aesthetic proportion correction", "beauty standard enforcement", "dataset-average female anatomy", "mirror selfie", "phone visible in hand", "reflections of phone", "beautification filters", "skin smoothing", "plastic skin", "airbrushed texture", "stylized realism", "editorial fashion proportions", "studio lighting"]}}