Researchers tested 40 volunteers to evaluate how robots reading human emotions affects collaboration. The system analyzes facial expressions and contextual cues to adjust robot behavior in real time. This incremental step improves human perception of robotic partners. Practitioners can now integrate these Visual Language Models into collaborative robots for smoother human-machine interaction.