I never really thought about it before, but if the bomb was fake, why not leave it on the plane as sort one last poke at the authorities. You'd basically be telling them, "I hijacked your plane, took your money, and did it all with a fake bomb".
Interesting thought, but I still come down on the side of the bomb being fake.