In right hemiparesis, does it cause lot of pain in recovery, especially after some motion is regained?

Yes. It would be nice to know if you have mentioned what caused your right hemiparesis. Was it due to stroke? Other neurologic causes? Because there is such a thing as central post stroke pain syndrome. And this could be a cause of your pain.