Researchers tested 40 volunteers to evaluate how collaborative robots read human emotions using facial expressions and contextual cues. The system adjusts robot behavior in real-time based on these visual inputs. This incremental step improves human perception of robot capability during shared tasks. It provides a blueprint for more intuitive human-robot interaction.