A caffeine high is very similar to a sugar high, except that it's caused by caffiene instead of sugar. It causes you to soul frequently.
The message when it wears off is different, too:
The caffeine seems to have worn off.
Unlike a sugar high, neither Soothe nor Soothing Rain fixes it.