Glad you know that any headphones above $100 is worthless unless you're an audiophile. Under $100 I would suggest you buy Skullcandy Crusher Headphones. This is their most popular headphones in the range. XTreme XPlosivs will be also the best bet under $50. Here in this blog post, he's put in a good effort to compile huge list of headphones for bass and its reviews -
http://www.head-fi.org/t/716711/the-hardest-hitting-headphones-are-the-extreme-bass-club They review it and publish the reviews unlike most of the shallow affiliate reviews on the internet. I would suggest you search for some of the threads for good reviews. Yes! As I mentioned the Crusher headphones can be for your cravings.