Imagine you were having a flashback episode of a traumatic event. You are scared and distressed, can't think rationally and a guy suddenly offers you to spend the night at a friend of his you don't know at all.
The lady understands Azuma doesn't mean any evil, but she was already terrified enough to go to an unknown place in a weakened state, specially if she was imagining uglier situations should she take up the offer.