A touch of darkness

During a night out with friends, Hermione forgets her purse in the cab with a strangely familiar driver. Wishing to get to the bottom of the mystery, her suspicions prove correct. The driver promises a night of mischief, a trip to Buckingham Palace, and perhaps, a game in the darkness. What is Severus Snape doing in London? Better yet, what is he doing with her?