You might want to try to interact more with the cat, ask your room-mate what the favorite toy is. That's the best way to form a bond with any cat. It may be try

You might want to try to interact more with the cat, ask your room-mate what the favorite toy is. That's the best way to form a bond with any cat. It may be trying to assert dominance over you.