We do not dream all night. We only dream in a phase of sleep called REM sleep. REM is an acronym for Rapid Eye Movement. So when you are dreaming, your eyes are actually moving in their sockets.
Dreaming is very different from being awake. For example, you do not feel the same adrenaline rush you feel when you exercise than when you are asleep.