There's a big financial/career motive here. Race winners were paid something like $250K, and if you broke a clean world record you got a $1 million bonus.

You dope to win the money. You can win because the best athletes are largely still competing in tested games. You say you're clean so you can potentially get back in to competitions with testing and make more money.