A series of community analyses identifies recurring linguistic patterns and narrative tropes in LLM storytelling. These idiosyncrasies often manifest as predictable plot resolutions and repetitive adjectives. The findings suggest that current models struggle with genuine novelty in long-form creative writing. This limits their utility for professional authors seeking high-quality narrative drafts.