Forty volunteers tested a new system where collaborative robots analyze facial expressions and situational context to detect human emotion. The researchers evaluated how these emotional adjustments affect human perception during shared tasks. This approach improves human-robot interaction by linking visual cues to behavioral changes. Practitioners can use these findings to build more intuitive industrial cobots.