Mix vegetable juice cocktail, clam juice, Worcestershire sauce, horseradish, hot sauce, lemon juice, brown sugar, beef base, celery salt, and black pepper in a large pitcher, stirring until brown sugar and celery salt have dissolved. Allow to chill for at least 8 hours.