It's something to do with their tails, for me, anyway. It's that thick bit where it's attached to their bodies, ugh! We found a recently dead one under the boards, that were meant to be put up as a shed, and it measured 17 inches from head to tail, and part of the tail was gone anyway. Gah, it was horrible
For some of us, it's a racial memory from when rats were plague carriers.