Stomp your feet and carry on

His eyes are saying nsfw things

While the biggest reason rabbits thump is if they are scared, they may also thump when they are angry. Our rabbit thumps when he has just been scolded for something. And thumper explicitly says he just likes to thump, and is even scolded for doing so.