A rough wine is just like a rough character—big, surly, harsh, coarse, cheap, alcoholic, and unpleasant. It's the opposite of a light, delicate, mellow wine. The descriptor is usually applied to young reds that haven't had time to smooth out their astringent, tannic edges.