Yes this cat is pissed off, give them some space to calm down. They will come back when they’re comfortable again. Cats do a lot of communication with body language (as well as scent, but our noses and brains can’t process that very well). Try to learn the body language of your cat to better understand what it needs or doesn’t need. They are very good at communicating, but unfortunately humans don’t always understand all of it.