Heat 1 cup of almond milk over medium low heat in a saucepan. When milk begins to steam and tiny bubbles form around sides, whisk in tea, honey, ginger, cardamom, nutmeg, and clove.
Pour into a glass and top with frothed milk and sprinkle with cinnamon.