A "Ghost Grip" is what happens when the hand grasps the penis so hard their knuckles turn white as a ghost. Can be experienced during either masturbation or while receiving a hand job.
Person 1: "Hey dude, I got a handy from Lauren last night."
Person 2: "Nice, how was it?"
Person 1: "A little painful, she got a ghost grip."