Introduction: A Viral Moment in Humanoid Emotions In Beijing, a humanoid robot named Zhuan from the Chinese robotics startup AheadForm has captured global attention with its astonishingly lifelike facial expressions. Demonstrations of this female-appearing robot have circulated widely, aided by a viral YouTube video and features in tech media such as Interesting Engineering. The footage…