I would suggest you play it through ten or fifteen times entirely without pedal, each time making sure that you are producing tone as beautifully as you can with your foot flat on the floor, away from the pedal.
Once you've done this, you should have a pretty good idea about how much pedal you wish to use. Perhaps you could post a recording once you've reached that point, and I'll be able to give you more advice.