Fuel Starvation?

Yes. A bigger line is absolutely beneficial especially with an engine driven pump that sucks through the line. Modern fuels with ethanol vaporize more easily under these conditions. This is most apparent under high fuel demands....the highest of which is winding out in third.

At the very least you need to pull the pickup and ensure that the old factory sock on it is not plugged.