Scholars have identified a single, universal facial expression that is interpreted across many cultures as the embodiment of negative emotion. That includes native speakers of English, Spanish, Mandarin Chinese and American Sign Language (ASL).
We've all seen it. It consists of a furrowed brow, pressed lips and raised chin, and because we make it when we convey negative sentiments, such as "I do not agree." It is called the "not" face.