Place the dried hibiscus petals and pink peppercorns in a loose leaf tea strainer. Steep the mixture with the hot water until it turns a bright and deep shade of magenta, about 3 to 5 minutes.
Remove the tea strainer and stir in the milk, raw honey, and vanilla until the honey melts into the latte. Serve immediately.