When physical similarity matters: Mechanisms underlying affective learning generalization to the evaluation of novel faces

In two experiments, participants first learned to associate faces with negative, neutral, or positive behaviors and then evaluated morphs of these faces with novel faces. Across both experiments, participants evaluated new (morph) faces that were similar to familiar negative faces more negatively than new (morph) faces that were similar to familiar positive faces. This learning generalization effect was present when participantsʹ judgments of the new (morph) faces were a) based not only on facial appearance but also on relevant behavioral information (Experiment 1); b) made under cognitive load (Experiment 2); and c) made under instructions not to use similarity information (Experiment 2). The findings of the experiments suggest that learning generalization based on facial physical similarity is a powerful and relatively automatic process, which likely influences face evaluation across a range of circumstances.