Place cinnamon sticks and 1 tablespoon cloves in a 4-inch square of cheesecloth; tie with string.
Bring spice bag and next 4 ingredients to a boil in a large saucepan. Reduce heat; simmer 10 minutes.
Remove and discard spice bag; stir in orange juice. Garnish, if desired. Serve hot or cold.