Post-workout hunger hits because your body thinks you fought a bear. Congratulations on surviving the treadmill bear.

Hunger after exercise comes from the body using up stored energy such as glycogen and from hormonal changes in appetite. It isn't a reaction to imagined bears, though exercise does trigger a real stress response.