If the locomotive has Odyssey then it will maintain constant speed up and down grades. Momentum only changes coast. There should be a switch to turn it on and off. Early TMCC locos did not have this feature. Which loco do you have, model number?
Also, make sure your train brake (left side slider on Cab-2) is slid all the way up. That can impact how much throttle you need to move.