That's exactly what I thought. Kinetic energy increases as the velocity increases (Ek = (mv^2)/2 and Ep = -GmM/r so if you get further away then it tends to zero from the negative.
Also, if you add up the two energies, you will find a steady increase in the total energy of the rocket, and this...