Abstract The study on entrepreneurial traits has witnessed changes from summarizing concepts of entrepreneurial traits to explore effects of entrepreneurial activities. Contents about entrepreneurial traits, actually, involves in multifaceted, and with the deeply research on psychology within the entrepreneurial field, new concepts have caught attentions from scholars, that is dark personality and affect traits. On the basis of mentioned above summing up, this article has made a comparison between dark personalities and affect traits and shared an integration of study concerned about these new aspects. Thereafter, it made a conclusion that entrepreneurial traits are multifaceted, not JanusFaced, and they will not changelessly, there are also some 'extremes' between affective valence and negative valence. Finally, this paper offers some suggestions for future direction, i.e. more microscope, different aspects integrated and contextualization.