Then what causes my bulk eraser to shut off when it overheats
-- then come back when it cools off?

That's a resettable *thermal* fuse, NOT a fuse designed for
overcurrent protection.

I had always thought that at least some polyfuses /were/ resettable.
Regardless, thanks for the answer.