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Theme tags set the high-level genre and mood: fantasy, cyberpunk, post_apocalyptic, slice_of_life, horror, noir, steampunk, magical_girl. They are shortcut tags that pull in a whole cluster of stylistic associations the model learned during training. Setting theme = cyberpunk, for example, biases the color palette toward neon, the lighting toward dramatic contrast, the architecture toward dense vertical, and the costumes toward techwear — all without explicitly stating any of those things. This makes theme a high-leverage but blunt tool: powerful when it matches your intent, confusing when it conflicts with other tags. If your theme is fantasy but your outfit is business_suit, the model will produce something awkwardly in-between. Keep theme and other major style axes consistent. Theme tags are especially strong on fine-tuned anime models which have high-quality annotation for genre.

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These categories pair naturally with theme tags — adding one tag from each builds a more cohesive prompt.