It totally doesn't, which is why it's baffling that (either!) author goes into so much detail about "diversity words."
I can put a chart of lexical similarity over a chart of the number of employed airplane mechanics and probably pontificate that by golly, we need to stop fixing airplanes for the sake of intellectual diversity!
"The diversity words are new (new-ish). Anything else newish would be inversely correlated with cosine distance too. For example, I repeated the same experiment with "tech" words like Google, YouTube, iPhone, browser, and so on. Those tech words correlated at -0.6 with cosine distance"
I can put a chart of lexical similarity over a chart of the number of employed airplane mechanics and probably pontificate that by golly, we need to stop fixing airplanes for the sake of intellectual diversity!
And that would be about as well-reasoned.