Similar to the work by Mohammad and Bravo-Marquez (2017b), we create four subsets annotated for intensity of fear, joy, sadness, and anger, respectively.
unlike the earlier work, here a common dataset of tweets is annotated for all three negative emotions: fear, anger, and sadness.