For this work, a subset of 16 emotional categories from this level has been selected, since the hierarchy proposed in WordNet Affect is considerably broader than those commonly used in sentiment analysis.
the first level of emotional categories may be useful to predict the polarity, but it is clearly not enough to predict the intensity of this polarity.