Yes rats, not mice, do growl (as do angry squirrels)! I saw an episode on Animal Planet where people were hoarding animals and one lady had lots of birds/birdfeed. The bird feed attracted the rats so they captured one in a cage trap. I was astonished at how fiercely the rat growled. It was almost demonic! LOL!