Gideon,
Did you place a piece of mouse pad between the hand sander and the sandpaper?
Nope, the sander comes with a piece of rubber attached already. This rubber is slightly harder/firmer than a mousepad, but that means you can put a little more preasure on the blade, about twice the blade's weight.