These 3 purchases still anger me:

Asia - Alpha (cassette). I did give it away rather rapidly.

Bon Jovi - New Jersey (cassette). I know the purchase involved a girl but there is no justification. There is only shame.

Stone Roses - Second Coming (CD). I didn't even like the first album. Somebody gave it a good review. I haven't trusted anyone's opinion on anything since.