I'm wondering about this in relation to the notion of a "culture of victimization", when people want to garner sympathy and/or discharge their guilt by being considered victims.
The phrase "culture of victimization" refers to the situation of many people having that desire and not to the desire itself. "Masochism" is close I suppose, but somehow not quite right.