Make sure your fuel line from the pump to the carb is not resting on your water pump, or water passage in your intake. I like the vapor lock theory.
Cliff Ruggles book recommends modifications to prevent fuel starvation at higher rpms. I'm too far from home right now to look up what the book said though.
Maybe you should hide an electric fuel pump in the back?