My low fuel light never comes on since day one. In fact I doubt I have that light at all. Have never run tank dry but did have gauge point right next to "E" couple of times.
If you're sure you have that light, it's likely that particular bulb is gone, rather than a fuse which would turn off all your instrument panel.