Yeah, and perhaps there's not enough information to rebuild the original data, but still enough information to tell something about the user. For example, my gut feeling says that if a user uses the word "cat" a lot, then that would be reflected in the weights, and it would be possible to tell the difference between a cat-person and a dog-person.