No, the gauge has enough resistance to prevent that. Remember the gauge windings are between the voltage source and the ground you're applying to the tank end of the circuit.
Basically, it's what the sending unit does at it's low fuel postion. It's just a variable resistor and when the tank is empty, the resistance is zero....Basically, a short to ground.
Second opinions welcome though! I may have forgotten something in my old age.