If you guys can give me some story URLs it happens with, I might be able to see more. The only one given (
http://www.fimfiction.net/story/13616/) worked fine for me. And I use tthfanfic.org pretty much every day without error.
So far, my diagnosis remains the same: some kind of network failure issue or, less likely, a problem with the web server.