How Narrative Wrapping Affects LLM Refusal: A Cross-Language Benchmark and Defense

Zhankai Ye, Yanning Wang, Yukai Jin +5

Safety-aligned language models often refuse a harmful request stated directly but answer the same request inside a role-play or narrative wrapper. We measure this vulnerability acr…