Generate short dialogue in the scene
Name the speaker, write the exact line in quotation marks, and describe delivery and environment. This gives the model clearer guidance than asking for generic talking.
Try this direction
“Identify one speaker, one short line, the tone of voice, and the surrounding ambience.”






