Stealing
Given that
1) The episodes were broadcast free over the airwaves and anyone could have recorded them.
2) The video file download was paid for
3) The video quality from iTunes is about the same as VHS, not even broadcast quality.
Then this comes nowhere close to even copying a DVD to give to a friend, in terms of "stealing", and although iTunes may disagree, many would see it as "Fair Use"