{
    "subject": {
        "identity": {
            "biometric_reference": "Victoria Justice",
            "facial_matrix": {
                "morphology": "Symmetrical soft rounded heart-shaped face, smooth jawline, natural cheekbones",
                "ocular_biometrics": {
                    "iris_color": "#4A6B82",
                    "iris_pattern": "Bright blue iris, elegant over-the-shoulder gaze looking back at camera",
                    "superciliary_arch": "Delicately defined soft warm blonde brows"
                },
                "maxillofacial_data": {
                    "vermilion_border": {
                        "hex_code": "#E08587",
                        "anatomy": "Full well-proportioned lips with sharp Cupid's bow, soft satin finish, calm serene expression"
                    }
                }
            }
        },
        "body": {
            "stature": "Slender young adult influencer physique with defined waist and arched back",
            "kinesiology_pose": "Low floor stretch on black mat in full horizontal split: left leg forward, right leg back, upper body arched upward, left hand supporting on mat, looking back over shoulder at camera",
            "epidermal_physics": {
                "base_tone": "#FFF8F0",
                "surface_properties": "Fair alabaster skin with natural warmth, realistic texture, visible pores, smooth highlights on shoulders and back"
            },
            "integumentary_profile": {
                "hair_matrix": {
                    "color_coordinates": "#EAD7A1",
                    "geometry": "Long voluminous straight golden honey blonde hair with full curtain bangs"
                }
            }
        },
        "wardrobe": {
            "upper_layer": {
                "item": "Matte yellow compression sports bra tank top with small 'Keor' sign",
                "material_physics": "Tight elastic performance fabric",
                "style_notes": "Clean minimalist activewear"
            },
            "lower_layer": {
                "item": "Matching matte yellow high-waisted leggings",
                "material_physics": "Form-fitting spandex-nylon blend with fabric tension lines",
                "style_notes": "Minimalist yoga pants"
            },
            "accessories": {
                "nail_cosmetics": "Glossy white pedicure"
            }
        }
    },
    "scene": {
        "configuration": "Modern upscale fitness gym interior",
        "foreground_objects": {
            "item": "Charcoal black ribbed fitness mat"
        },
        "background_architecture": {
            "pillars": "Large square column with polished metallic gold panels",
            "ceilings": "Industrial black open ceiling with geometric green LED frames",
            "equipment": "Gym machines and racks on dark rubber flooring"
        }
    },
    "lighting": {
        "source_profile": "Cinematic overhead gym lighting with gold column reflections",
        "ray_tracing_properties": "Clean downward illumination, defined shadows under model, golden highlights"
    },
    "camera": {
        "projection_type": "Low-angle rear three-quarter vertical view, emphasizing back arch and split",
        "optical_profile": "50mm portrait lens, crisp deep focus on subject",
        "aspect_ratio": "9:16"
    }
}