In a small saucepan, combine all ingredients except vanilla. Bring to a boil over medium heat. Reduce heat to low, cover, and simmer 5 minutes. Remove from heat and stir in vanilla extract. Serve warm, or store in a tightly covered container in the fridge to let the flavors get to know each other.