Dogs Dream Just Like People Do. A part of their sleep cycle called the REM stage (which stands for Rapid Eye Movement) is when they dream. You will know this is happening if you watch them carefully as they sleep. Their paws and legs might move or their eyes might twitch. Some dogs even howl in their sleep. What do you think they dream about?