A new analysis identifies recurring tropes and linguistic quirks in LLM storytelling. The study highlights a tendency toward overly optimistic resolutions and repetitive sentence structures. These findings reveal a persistent lack of narrative tension in current models. Writers can now use these benchmarks to identify and prune synthetic-sounding prose from their drafts.