Finally, the 'heavy-metal' case is a paramount example of how the the relation vectors may capture information which is fundamentally different than what is encoded by word vectors.
the diffvec vectors all express relationships from the metalwork domain (e.g., 'heavymetals' or 'annihilator-metal'), which reflects the fact that the music-related interpretation of the word 'metal' is not its dominant sense.