I believe the fuel pump is cooled by the petrol surrounding it (the pump sits in the fuel tank). If you kept the ignition on with no fuel in the tank, I wonder if the pump has burnt out......
In 23 years I have not heard this as a reason, but if the fuse has not blown and if you do not hear the pump starting on turning on the ignition, it may be worth checking out.