Uriel,
Is that always the scenario ? use the muscle intensely for 20 minutes , and then stiffen up when you stop ?
Is there a buildup of lactic acid in your muscles ?
Do you have a cool down period after exercise , like just walking slowly for a couple of minutes?
I know , no answers , just more questions. but maybe it will trigger an idea or two.
Glen