What was happening was that as more air was pumped from the tubes, the electrons could travel farther, on average, before they struck a gas atom.
What was happening was that as more air was pumped out of the tube, there were fewer gas molecules to obstruct the motion of the electrons, so they could travel a longer distance, on average, before they struck one.
0.004 seconds.