Congress doesn't like being lied to, especially under oath, particularly in such a vehement fashion as Clemens did. He essentially gave Congress and the American people the finger and dared them to do something about it. I hope it cost him a ton of money as well as the HOF.
I think they were just jealous someone was better at it.