Common tropes and linguistic tics dominate stories produced by Large Language Models. Researchers identify a repetitive narrative structure that favors predictable resolutions over genuine creativity. These findings suggest that current LLMs struggle with long-term coherence and stylistic variety. Writers must now use more aggressive prompting to bypass these ingrained model biases.