I drink coffee. Lots and lots of coffee. But I have never had coffee when I've had a hangover, and I've often had it at AA meetings, so I associate coffee more as the anti-alcohol than anything else.
Perhaps you should switch to tea? So many varieties, it might be fun to find your favorites for your different moods!