No, the peak of the pressure curve is caused by the powder burning and creating MORE gas. Once the amount of gas is stable (because the powder is burned) then the pressure curve starts downward. The gas is expanding, because it's hot, but no more is being created by burning powder. The pressure curve drops because the volume of the bore increases as the bullet travels further along.
