I think what you are describing is that that there is already a perfect vacuum between the piston top and cylinder. Assuming that there is one atmosphere of pressure on the opposite side of the piston (~14.7 psi) it will always require one atmosphere of force to move the piston.
Of course, I just got out of bed and am not quite awake yet......
Anybody else?