It depends. Hypoxia can be insidious so it does not always raise red flags. I can say that it is not unpleasant for me, at least as experienced in an altitude chamber.
That's true. The out of body or near death experience is a sure tip-off, but not everybody will experience that. And for some people a delusion is not recognized as such.