Add the eggs and vanilla. For best results, add the eggs one at a time and beat the mixture in between.Keep beating the mixture until the eggs are completely incorporated.
Stir in the cake flour. Keep the electric mixer on low or use a wooden spoon to stir the flour in a bit at a time until it's just incorporated. Be careful not to overmix it.