I really liked Rage being castable on enemies.
However, being able to double the elemental damage a target takes for 1 AP (as well as removing all dodge chance) was too strong. There wasn't really a drawback, as you could debuff an enemy and kill them before they could act.
I guess they decided balancing the ability for both scenarios would be too difficult.