If I let the fuel level get below 3/4 of a tank, the engine starts losing power.
If I don't keep the tank full, the engine loses power and the truck shakes. I usually only put in about 10 gallons of gas and it clears the issue. It may run rough all of the time but it is certainly worse if the tank gets down more than 10 gallons.