The field of Emotional Data is becoming increasingly important for both tech and creative industries. Driven by recent developments in Machine Learning and AI-techniques, we can now make computers identify and process human feelings and emotions with greater precision than ever before. In this talk I address what happens when human emotions emerge in a datafied society and become a matter of computer analysis?