The romantic storyline attached to these dynamics is addictive because it offers . In psychology, intermittent reinforcement (not knowing whether you will get a kiss or a curse) is the strongest way to create addiction. The slot machine of a toxic lover pays out just often enough to keep you pulling the lever.
Below is a paper-style breakdown of these themes based on that specific narrative context. Mad Sex Party - Paint Misbehavin Dirty Business