So you've some sort of problem with the fuel supply then :?
Unless your guage is wrong and it's near empty but I think you need to whip the sender out and see what's going on, that doesn't sound right at all.
BTW, if you buy a cheapish tyre pressure guage, the round Halfords one is all brass, then you can check the fuel pressure with the Shraeder valve on the fuel rail, between cylinders 2 and 4 IIRC.