Place the yolk in a deep, heavy mixing bowl that won't move across the counter (you need both hands for the next step).
Using a hand mixer, beat in mustard, vinegar, salt and pepper. Very slowly (remember very slowly) pour in the oil. Watch in amazement as the mixture turns to mayonnaise.