How can an isolating tape be used as a connection to the human body?
The wire wrapped around the pencil is bare - it makes contact with the user's hand.  The tape around the bottom of the pencil is just used to keep the wire in place.  If you wrap the tape all the way up the pencil, insulating the wire (or don't strip the insulation off the wire) the thing probably won't work.