The vectors learned from word2vec are pretty amazing. A few days after the tool was released I wrote a script which uses the vector representations to figure out which word in a list isn't like the others [1]. Things like:
->math shopping reading science
I think shopping doesnt belong in this list!
->rain snow sleet sun
I think sun doesnt belong in this list!
etc.