build WORD2VEC words dictionary to indicate feelings

Question

I am working with Word2vec (Gensim, in python) to understand meaning of sentences (by each word in them). My goal is to be able to realize if the sentence indicates about the feeling of the speaker. Where can I find this kind of a dictionary of words? For example one dictionary for words that indicate happiness and other for sadness. Thanks

Answer 1

Try SentiWordNet

"SentiWordNet is a lexical resource for opinion mining that assigns to each synset of WordNet three sentiment scores: positivity, negativity, and objectivity"