it would have helped to know that it was working at one time. It sounded it was the first time you connected the printer that way.
what happens when you unplug and then plug the USB cable back in? Does Windows recognize that something was disconnected?
have you made sure that the setting To use Printer offline is unchecked in the Printer window in Win7?