My theory of literally is that it's being used to indicate a literal rendition of the speaker's mental state. So it doesn't mean figuratively, it means "this exclamation is the most direct rendering of how I feel about this. " That is, it's literal because nothing was changed from the verbal impulse that immediately sprang to mind.