For each word-emotion pair w,E , we calculated a syntagmatic emotive score (SintScore) based on the association measure (AM) such as the PPMI between w and the seeds of E : SintParModel: In this model, we restricted the contexts to the words with a sufficiently high cosine similarity with the emotive centroid vectors and a sufficiently high syntagmatic emotive score.
we selected the contexts having, at least for one emotion: where and the association measure is the PPMI.