In a small saucepan over medium-high heat, combine the almond milk, cinnamon, ginger, cloves, and maple syrup. Whisk to combine, stirring regularly until the mixture is piping hot.
Leftovers can be stored in an airtight container for up to 4 days in the fridge. You can serve them chilled over ice, or reheat on the stove again.