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

arXiv:2610.11005v2 Announce Type: replace Abstract: 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 across languages and registers: