Nowadays most people have little familiarity with anarchism as an actual philosophy or anarchy as a desirable condition so the "self-described" or "self-identified" hints that the observer finds the label or identity intrinsically absurd. It's also something to say, "hey, they even admit they're lunatics, no one had to call them that as an insult, they actually chose it, how silly."