I'm not going to play bohemian rhapsody around other people even though they want to hear it.
Why would you annoy people like that?
I just want to get on their nerves and I know they all like the song.
There's pretty much no good reason to go out of your way just to annoy people. Just let it be and go on your normal ways.
I know they enjoy it because I always see them smile when it is on.
While I understand that you're just trying to have a little fun, if you do this at the expense of your friends then they may become hurt. Why not just listen to the song that you all like?