For the Peppermint Infused Water: Bring the water to a boil, add the peppermint, and turn off the heat. Let the leaves steep for 3 minutes, stirring constantly. Don’t let the peppermint stay in the hot water too long, or the water will turn brown (because the peppermint will oxidize) and the flavor will become bitter.