What about the Island on ArXiv?
blog.papermatch.me
blog.papermatch.me
On the content itself, have you tried to find pairs of abstracts from the two clusters that differ as little as possible along the other dimensions, to see what's different about them?
I have added the plots for y and z dimensions on the blog post itself.