Aria Novak, oval face, hazel eyes with amber flecks, freckled medium‑light skin, dark brown wavy bob with side‑swept bangs, thin silver hoop earrings; wearing a navy bomber jacket and white tee; cinematic natural light, 35mm film look, shallow depth of field. 
Style: consistent, realistic. 
Scene: city crosswalk at golden hour.
Negative: blonde hair, blue eyes, heavy makeup, different earrings.
Appearance lock: 80%.
Seed: 218937.
CFG: 7.5. Steps: 28.

[کردار کا نام]، [3-4 چہرے کے اینکرز]، [بالوں کا رنگ/انداز]، [آنکھوں کے رنگ کی تفصیل]، [امتیازی لوازمات]، [مستقل لباس]، [1 اسٹائل ٹیگ]۔ 
Scene: [نیا سیاق و سباق]۔ 
Negative: [گریز کرنے کے لیے 3-4 ڈرفٹ خصوصیات]۔ 
Seed: [سیریز کے لیے فکسڈ]۔ CFG: 7-8.

[Upload reference]. Aria Novak, oval face, hazel eyes with amber flecks, freckled medium‑light skin, dark brown wavy bob with side‑swept bangs, thin silver hoop earrings; navy bomber jacket over white tee; cinematic natural light, 35mm. 
Appearance lock 80%. Seed 902134. CFG 7. Steps 28. 
Negative: blonde hair, blue eyes, heavy makeup, different earrings.

Base: previous best portrait. 
Prompt: Aria Novak, 3/4 view, gentle smile, evening café window light, soft reflections, shallow DOF. Keep jacket and earrings. 
Denoise 0.4, same seed, CFG 7.5.

Aria Novak sprinting through rain, hair slightly wind‑tossed, navy bomber visible, thin silver hoops visible, cinematic contrast, motion blur. 
Appearance lock 75%, seed unchanged, steps 32, CFG 8. 
Negative: hood up, hat, face occlusion.

Aria Novak, oval face, hazel eyes, freckles, dark brown wavy bob with side‑swept bangs, thin silver hoop earrings, navy bomber jacket, cinematic lighting. 
Scene: tech lab with holographic display. 
Seed 119920, CFG 7.5. Negative: blonde hair, different earrings, heavy makeup.