I always assumed that hybrids were running on gas engines alone when travelling down the highway. That was always the argument for the hybrid system. When cruising at highway speeds you only need x amount of power, so let's put an engine that makes x amount of power very efficiently and then add an electric motor for more power when needed.
I suspect the tuning if the Prius' small motor is largely responsible for its excellent highway economy.