'meta': 'scene_type': 'Instagram Lifestyle - Gym Workout', 'intent': 'Authentic ...

{'meta': {'scene_type': 'Instagram Lifestyle - Gym Workout', 'intent': 'Authentic day-in-the-life content', 'mood': 'Energetic, motivated, strong'}, 'frame': {'aspect_ratio': '4:5 portrait for Instagram', 'composition': 'Engaging, story-driven framing', 'shot_type': 'Appropriate to activity', 'movement': 'Natural, follows action'}, 'subject': {'character_role': 'Woman Black influencer, 20s-30s', 'appearance': {'build': 'Healthy, natural', 'clothing': 'Activity-appropriate attire', 'accessories': 'Contextual props and items', 'demeanor': 'Authentic, engaging with content'}, 'position': 'Fitness Center setting', 'action': 'Weight training session with dumbbells', 'expression': 'Natural, genuine engagement'}, 'environment': {'location': 'Fitness Center', 'time': 'Natural lighting hours', 'spatial_layers': {'foreground': 'Activity-specific elements and props', 'midground': 'Subject engaged in activity', 'background': 'Contextual environment, slightly blurred'}, 'atmosphere': {'conditions': 'Appropriate to setting', 'air_quality': 'Clear, natural', 'sound_design': 'Ambient environmental sounds'}}, 'lighting': {'primary_source': {'type': 'Natural or mixed lighting', 'quality': 'Flattering, authentic', 'direction': 'Directional with fill'}, 'secondary_sources': 'Bounce and ambient fill as needed', 'light_behavior': {'reflections': 'Natural environmental reflections', 'volumetric': 'Atmospheric depth', 'color_bleed': 'Bold athletic colors, dynamic contrast'}}, 'camera': {'lens': '35-85mm range for intimacy', 'aperture': 'F1.8-4.0 for subject separation', 'focus_plane': 'Subject sharp, context visible', 'sensor': 'Full frame, natural color', 'filtration': 'Minimal, authentic aesthetic', 'stabilization': 'Appropriate to movement'}, 'color_grading': {'palette': 'Bold athletic colors, dynamic contrast', 'contrast': 'Medium, Instagram-optimized', 'saturation': 'Natural with selective enhancement', 'film_emulation': 'Clean digital, mobile-friendly'}, 'narrative_context': {'story_beat': 'Sharing daily lifestyle moment', 'tension': 'None - aspirational content', 'stakes': 'Audience engagement and relatability', 'world_state': 'Contemporary influencer culture'}}