gymasturbate Share definition Flag When you go to the gym just to watch girls on treadmills and work out in yoga pants. I went to work out yesterday but all I could do was gymasturbate the whole time. gymasturbate by whitsdaddy July 13, 2012 Get the gymasturbate mug.