No, Rewards are not refunded back to your account during a return transaction. You may exchange an item without losing the Reward amount, but no change for the Reward will be given.
We hope you enjoy your Supreme Perks™ membership! It’s designed with Rewards in mind. It is just one small way we want to thank you for your business and for being a brand fan!