The tendency is to lower your head in showing the person that you are ashamed to have made them uncomfortable. Do the opposite. Hold your head high and own who you are. They called you out perhaps to shame you; maybe even likely. Give them the opposite. That way you maintain the high ground. Give them a little smile and move on. In short give them the opposite of what they want you to do.