Sultry Portrait in Soft Lighting

{
  "subject": "Young woman of Asian descent with a voluptuous, hourglass figure. She has long, dark brown, slightly layered hair falling over her shoulders. Her complexion is fair and smooth. She possesses a prominent, full bust with visible natural weight and gravity, creating significant cleavage emphasized by her top. Her waist is narrow, transitioning into wide, curvy hips and thick thighs. She is wearing a tight-fitting, chocolate brown, long-sleeved ribbed Henley top with the top buttons undone, exposing the chest area. She is also wearing high-cut black bikini bottoms or underwear that sit high on her hips.",
  "pose": "Standing portrait pose from mid-thigh up. Her body is angled slightly towards the camera. She is shifting her weight to her right hip (viewer's left), creating a distinct curve in her silhouette. Her hands are positioned at her hips, fingers grasping the hem of her brown shirt, pulling it down slightly taut against her torso. Her head is tilted very slightly, and she is looking directly at the camera with a soft, neutral to slightly sultry gaze.",
  "environment": "A simple indoor setting featuring a wall tiled with large, rectangular, cream or light beige ceramic tiles. Dark vertical and horizontal grout lines are visible behind her, providing a geometric background.",
  "camera": "Medium shot capturing the subject from the mid-thighs to the top of the head. The camera angle is at eye level, straight on. The focal length creates a flattering portrait perspective without wide-angle distortion, keeping the background close to the subject.",
  "lighting": "Soft, diffused indoor lighting. The light source appears to be frontal and slightly above, casting a soft shadow of her silhouette against the tiled wall behind her. The lighting highlights the contours of her face, the curve of her chest, and the texture of her skin without harsh contrast.",
  "mood_and_expression": "The mood is intimate, casual, and slightly allure-focused. Her expression is calm with parted lips and direct eye contact, conveying confidence and natural beauty.",
  "style_and_realism": "High-fidelity photorealism resembling a casual smartphone photo or social media portrait. The texture of the ribbed fabric, the smoothness of the skin, and the subtle grain of the image are preserved. No stylized art effects; purely photographic representation.",
  "colors_and_tone": "Natural color palette dominated by skin tones, the chocolate brown of the shirt, the black of the bottoms, and the neutral beige of the background tiles. The white balance is neutral to slightly warm.",
  "quality_and_technical_details": "Sharp focus on the subject with high definition. Accurate texture rendering for hair strands, skin pores, and fabric ribbing. Slight natural noise typical of indoor photography.",
  "aspect_ratio_and_output": "3:4 portrait aspect ratio.",
  "controlnet": {
    "pose_control": {
      "model_type": "DWPose",
      "purpose": "Exact skeletal and pose lock",
      "constraints": [
        "preserve shoulder width",
        "preserve hip angle",
        "preserve spine curvature",
        "preserve limb placement"
      ],
      "recommended_weight": 1
    },
    "depth_control": {
      "model_type": "ZoeDepth",
      "purpose": "Depth, volume, and camera-to-body spatial lock",
      "constraints": [
        "preserve chest foreground dominance if present",
        "prevent flat or compressed depth",
        "maintain clear torso-to-background separation"
      ],
      "recommended_weight": 0.8
    }
  },
  "negative_prompt": {
    "forbidden_content": [
      "anatomy normalization",
      "body proportion averaging",
      "smaller bust than reference",
      "reduced chest volume",
      "flattened or compressed breasts",
      "tightened, lifted, or artificially supported breasts",
      "slimmed torso",
      "aesthetic proportion correction",
      "beauty standard enforcement",
      "dataset-average female anatomy",
      "camera angles that reduce volume",
      "wide-angle distortion not in reference",
      "lens compression not in reference",
      "cropping that removes volume",
      "depth flattening",
      "mirror selfies",
      "phone-in-hand selfies",
      "reflections",
      "beautification filters",
      "skin smoothing",
      "plastic skin",
      "airbrushed texture",
      "stylized realism",
      "editorial fashion proportions",
      "more realistic reinterpretation",
      "naturalization of prominent features"
    ]
  }
}