We suggest, on the other hand, that the desired behavior of effective feature weighting is that the common features of truly similar words would be concentrated at the top ranks of both word vectors.
if the two words are semantically similar then we expect them to share their most characteristic features, which are in turn expected to appear at the higher ranks of each feature vector.