Step 1: Combine honey, water, and thyme sprigs over medium heat. Bring to a simmer until honey has dissolved. Remove from heat and allow to cool completely.

Step 2: To make cocktail, add thyme simple syrup and bitters to an Old Fashioned glass. Swirl syrup and bitters around in glass. Add ice, bourbon, lemon peel, and stir.