Someone just yelled at you aloud. What shall you do? Slowly turn around and stare at him then turned away as if you were just staring at some empty space between both of you. As if he's invisible.. This silent stare is more than enough to tell him off and to embarrassed him.
Nice one, just mastered it last week.