Place radishes in a skillet with stock, butter bits, shallots, sugar, vinegar, salt and pepper. Cover pan and bring to a boil. Uncover the pan and reduce heat to medium. Cook radishes 10 to 12 minutes and if the stock has not cooked away, remove radishes and cook down to 1/2 cup, about 2 minutes.