Lightly beat egg yolks in top of double boiler. Blend in the remaining ingredients except the sour cream. Cook, stirring constantly, over simmering (not boiling) water until thick, about 15 minutes. Chill.
Stir until smooth; blend in sour cream. Spoon on sliced cake. Garnish with orange slices.