Like I've been going off on you all this time
For no reason
Girl you out your alcoholic mind
Eminem is saying why the hell would he just attack her with no reason if he never had an actual relationship with her (as she claimed). Her denial and implication that she would never do anything with Em in more than one TV interview prompted Em to write ‘Superman’ which is at least partly about her.
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