Forty volunteers tested collaborative robots trained to interpret facial expressions and contextual cues. These Visual Language Models allow machines to adjust behavior based on a user's emotional state. The study proves that emotional awareness improves human perception of robot capability. This incremental step helps robots integrate into shared human workspaces.