Place orange sections in a medium mixing bowl; set aside.
Combine remaining ingredients in a small saucepan, stirring well. Bring to a boil; boil, stirring occasionally, until mixture is reduced by half. Remove and discard whole cloves. Pour hot sauce over reserved orange sections. Refrigerate until thoroughly chilled. Transfer to a serving bowl, and serve chilled.