The phrase "angry face" refers to the expression someone makes when they are very mad or upset. It describes the way their facial features look, such as frowning or scowling. Full definition
In the experimental setting, the children were shown emotionally positive pictures of happy faces and threatening pictures of angry faces. (sciencedaily.com)