Tell it to shutup. I actually say, out loud, "No." whenever thoughts come up that are unwanted. Any thoughts, not just drinking thoughts.
I have to catch it early, before my brain grabs onto it. I use distraction, and acceptance that the thoughts are going to come, I don't have to act on them or even dwell on them.