If changing throttle position fixes it and you gain RPMs, it is in the fuel delivery system. If it hapens cold, but not hot, your intake velocity may be slowing down enough to drop gas out of suspension... At this point we are guessing.
What do you have for carberation? Does it have a choke? Manual, electric or tempiture? Have you checked for leaks in the intake manifold?