In a mixing glass, combine the bourbon whiskey, simple syrup and bitters with ice.
Stir until well chilled (about 30 seconds). Dump out the ice into an old-fashioned glass filled with a large cube of ice. Express the oils from an orange peel by gently running it around the rim of the glass, then drop in and twist to release flavors.
Garnish with the orange twist if desired.