The use of face masks has become ubiquitous. Although mask wearing is a convenient way to reduce the spread of disease, it is important to know how the mask affects our communication via facial expression. For example, when we are wearing the mask and meet a friend, are our facial expressions different compared to when we are not? We investigated the effect of face mask wearing on facial expression, including the area around the eyes. We measured surface electromyography from zygomaticus major, orbicularis oculi, and depressor anguli oris, when people smiled and talked with or without the mask. We found that only orbicularis oculi were facilitated by wearing the mask. We thus concluded that mask wearing increases the use of eye smiling as a form of communication. In other words, we can express joy and happiness even when wearing the mask using eye smiling.