In a saucepan over medium-low heat, combine milk, paprika, pepper, and cloves. 

Once the milk has reached a vigorous simmer, remove cloves. Reduce the heat to low, and add chocolate, stirring with a spoon until it melts. 

Pour into mugs, sprinkle with cinnamon, and serve immediately.