Have look in the /usr/share/thumbnailers directory. It contains files that define how to run the available thumbnailers and what mime types they support.
In my case I have the file evince.thumbnailer which states that evince supports the application/pdf mime type. Do you have evince installed? I think that it should be a default Gnome package.