Replace “Soft late-afternoon sunlight creates gentle warm highlights” with “Low, directional sunset light with deep facial shadows and restrained amber highlights,” and replace “Calm, intimate, relaxed mood” with “Quiet, introspective, cinematic mood.” Keep “shallow depth of field” if you want the background to remain subdued.

Replace “Editorial close portrait framing” with “Medium portrait framing showing the woman from the waist up beside the wall,” and change “leaning casually against a weathered stone wall” to “resting one shoulder against a broad, heavily textured weathered stone wall with visible cracks and layered gray-brown masonry.” Reduce “softly blurred foreground greenery” to “a narrow blurred strip at the lower edge” so the stone texture occupies more of the composition.

Keep the fixed phrases “Photorealistic editorial lifestyle portrait,” “shallow depth of field,” “high detail with realistic skin texture,” and “relaxed and intimate body language,” then swap the setting and lighting block. For autumn, replace “weathered stone wall” and “late-afternoon sunlight” with “mossy brick garden wall” and “soft overcast October light with muted copper highlights”; for winter, use “snow-dusted stone wall with sparse evergreen branches” and “cool pale morning light with subtle warm highlights on her face.”