Is this what they mean by "show muscles"?

So I read that researchers have found that male weightlifters were able to increase their max bench press weight by 4.2 pounds if being observed by peers!  So wanna add poundage to your bench? Just recruit some peeps to watch you while you lift!  I knew I needed a posse :)