Beyond that, isn't it just going to make up a narrative to fit what's in the prompt and context?

I don't think there's any special introspection that can be done even from a mechanical sense, is there? That is to say, asking any other model or a human to read what was done and explain why would give you just an accounting that is just as fictional.