I doubt there's much of a trend as to genre. I do, however, think different types likely approach music from a different perspective. My istj best friend, who is an excellent guitarist with plenty of FEELING (yes feeling, istj's are not robots), has broadened his taste somewhat but for the most part picks a few things out he likes about music and listens only to music that fits that profile, be it an adherence to basic precepts of the blues, a particular guitar tone, etc. An esfp female I know likes anything and everything, and an enfp female I know mostly likes quirky indie music and classical.
I can't really explain what it is I like in the music I listen to; I'm attracted to genuine feeling that I can connect to, but I don't think that's always the case. I do like some jazz fusion and avant garde, for instance, that most people just don't really care for, and I think its primary intention is to be a mindf*ck rather than express emotion. There's plenty of heartfelt music I happen to think is shit. I like originality, but that in itself can't make something good. I don't really care for super technical prog metal type stuff, but I can typically find something from just about every genre I like.