Hmm, but isn't word2vec a dictionary in word -> vector? If it's the case, the two - completely unrelated - meanings of the word "ball" will be represented by a

Hmm, but isn't word2vec a dictionary in word -> vector? If it's the case, the two - completely unrelated - meanings of the word "ball" will be represented by a single vector. Which would mean that in that representation, for example, the concept of a ball is near both to "sphere" and "music" or "dancing". So that the perfect ball is a dancing sphere, or something like that.