For example, if word vectors were perfectly isotropic (i.e., directionally uniform), then SelfSim (w) = 0.95 would suggest that w's representations were poorly contextualized.
consider the scenario where word vectors are so anisotropic that any two words have on average a cosine similarity of 0.99.