Sounds very much like the fuel pump relay to me.
Hold on to the silver fuel pump relay and try starting it. You should feel and hear the relay clicking. If its not then the chances are its knackered!
I've got a similar problem with mine at the mo. Brought a new fuel pump, new relay (both ended up bein fine even though I was told otherwise

) finally found the problem though. Was a broken wire from the ignition coil to pin 15 on the fuel pump relay

that will be fun repairing
So, if you need a fuel pump or relay then let me know