Combine tomato juice, pickle juice, vodka, Worcestershire, horseradish, hot sauce and some black pepper in a small pitcher and stir. Fill an 8-ounce glass with ice, pour the Bloody Mary over the ice and garnish the glass with the celery and lemon wedge.
Stack the cornichon and olive on a 3-inch skewer. Place atop the Bloody Mary and enjoy!