I'm going to try crying to get my brother in trouble for calling something that I really love stupid.
Do you think that crying is going to work?
Probably not, nobody takes me seriously when I cry anyway.
Well, whether it works or not your brother does deserve to get in trouble for that. You shouldn't call things that other people like stupid or you risk hurting their feelings. You should even consider talking to him and ask him how he would feel if people started calling something he loves stupid.
I'm going to pretend like I didn't hear what you just said.
Then what course of action are you going to take? You said crying wouldn't work. Why not try something constructive, like being honest and direct with your brother about how his words made you feel?