This project can be used to create two files that can be loaded in the web-based TensorFlow Projector to explore relationships between sentences.
As an example I used it to generate a visualization of all the sentences in the Snap! manual
Cool! The picture reminds me of those word cloud things you see all over the web, but this is more insightful.