Once glycogen is stored it does not leave the muscle, and so long as you are not exercising intensely, will be present for your workout assuming you eat enough carbohydrates in your diet.
What you eat in the few hours prior to training will contribute mostly to maintaining and providing blood sugar levels during the workout.
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