But likely not totally empty.
You are right. It is filled with air. But not a drop of useable fuel.
For those of you running the engine dry on the ground, do it then wait for a minute. Then hook up the glow plug and spin the engine again. Quite often they will fire again with the fuel that is still in the engine.