Jon Z, sometimes the valves in the fuel pump (especially new or rebuilt ones) will stick to their seats from sitting unused. Or, the rod from the diaphram is disconnected from the operating lever; which could happen if there is a collapsed return spring in the pump.
I would pull the pump off, disassemble, clean and inspect. Chances are that is where your problem lies.
