She sounds like she's reading your body language. You might be telling her to "go, go, go" with the whip but it sounds like your stance is telling her to relax. Check this article out. It helped me a lot with my issues with Chance. Granted I know it's titled for a weanling but the same things can be applied to an older horse as well.
Weanling Ground Manners | MyHorse.com