My first rabbit didn't like to be picked up, but I picked up my 秒 quite a lot! I did what everyone else has pretty much said, but in addition, I always made sure she was facing me. When someone picked her up from the side she sometimes got jumpy and would try to scramble away, whereas if 你 were in front of her she stayed calm.