Horseradish contains a compound that stimulates the chemical receptors in the mouth and nose, causing that characteristic burst of heat that hits the sinuses.
Simply dollop a spoonful of prepared horseradish into a dressing made of neutral mayo, sour cream, buttermilk, or creme fraiche to calm the horseradish down further.