A vast majority of work in sentiment analysis has focused on developing classifiers for valence prediction (Kiritchenko et al., 2014;Dong et al., 2014;Socher et al., 2013;, i.e., determining whether a piece of text expresses positive, negative, or neutral attitude.
there is a growing interest in detecting a wider range of emotions such as joy, sadness, optimism, etc.