Physics: Velocity is speed with direction which is why we can have negative and positive velocity. Momentum is MassVelocity so we would then be able to have negative and positive momentum. Normally, in physics world, down is negative and up is positive. The rocket, therefore, has positive momentum and the fuel has negative momentum.