Sounds like a fuel pump may be in order...
And on another *relatively unrelated note* the F3 is NOTORIOUS for having problems with the cam chain tensioner. Just a heads-up on what may be in the works, if it hasn't already been replaced. My dad ended up getting a manual tensioner for my brother's F3 because they ALL go bad on that model for some reason.