Childish complaint with noise and physical action.  Immature anger. (Compare to Mad as a hornet, Riled-up, Have a fit, Conniption fit or Bent out of shape.) {see 50 Levels of Anger video}

“I told him he couldn’t use our car tonight and he put up a hissy fit over it.”