For me personally, it's photographic gear. I love taking photos and sink copious amounts of income into the hobby:
I've added a Hasselblad 501CM with two Zeiss lenses since, and picking up a H4D-60 this weekend.
What's your guilty pleasure? Cars? Watches? Other hobbies?