Whip the heavy cream in a bowl until it forms soft peaks.
Combine the mayonnaise, horseradish, and mustard in another bowl. Using a rubber spatula, fold in the whipped cream. Add the sugar, salt, and pepper. Stir well, and transfer to a serving bowl.