I was thinking about this recently. If your preference is for something that's not generally preferred, that's considered somehow virtuous and you're allowed to go around proclaiming "I like a woman with some meat on her bones" or "More than a handful's a waste." If your preference does line up with what society generally deems attractive, holding that preference makes you "shallow." It's a double standard.