I don't understand, don't get upset I'm not with you...
The object of the singer’s affections is obviously of the point-of-view that he just doesn’t ‘get it’, and her attempt to reason with him has turned to anger. The singer tries to assuage her irritation.
To clarify, “I’m not with you” means “Don’t get upset — I’m not (upset) with you”
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