As long as the pick-up tube is submerged, the fuel pump will be drawing gas from the bottom of the tank, and cooling and lubricating itself with the gas that is pumped through itself.
My fuel pump requires half a tank to remain fully submerged. Nah, I'll fill when the idiot light comes on.