So I just downvoted a new post. As I was writing the "here's why this is wrong" comment I changed my mind (did not submit the comment). I undid the downvote, and submitted my revised comment.
Then I got notified that I'd been awarded the "critic" badge. Howver, my profile still shows no downvotes, and the target post is still (currently) at 0.