Abstract Objectives Perceived organizational support was a benefit for the work performance of nurses, which may affect emotional labor and the development of professional values. This study aimed to explore the relationship between nurses’ perceived organizational support and professional values, and investigate the mediating role of emotional labor. Methods This was a cross-sectional study. The study was conducted in 3 tertiary hospitals in Wuhan from October 2020 to January 2021. The data were collected by a questionnaire consisting of demographic characteristics, the Emotional Labor Scale for Nurses, the nurses’ Perceived Organizational Support Scale, and the Nursing Professional Values Scale (NPVS-R). A convenience sample of 1017 nurses responded to the questionnaire survey. Pearson’s correlation analysis was used to test the relationship between variables. Predictor effects were tested using hierarchical multiple regressions. The structural equation model (SEM) was used to test the mediation effect of emotional labor on the pathway from perceived organizational support to professional values. Results A positive moderate correlation was observed between the perceived organizational support and emotional labor (r = 0.524, P