Seriously, does rationality training include congratulating yourself for lack of certain biases?

If you never congratulate yourself for thinking correctly, but you sometimes punish yourself for thinking incorrectly, you are effectively conditioning yourself against thinking. Which would be a bad thing.

(Something similar to this was mentioned at the Rationality Minicamp.)