Preheat your oven to 325℉.
Line a cupcake pan with liners, and set aside.
In a small mixing bowl, whisk together your eggs, sour cream, oil, and vanilla. Set aside.
In a stand mixer bowl, stir together the cake flour, sugar, baking powder, and salt.
Using the paddle attachment, mix in the softened butter on low speed, until a sandy texture forms.
Slowly pour in the milk, increasing the speed to medium and mixing for about 1 minute.
Next, turn the speed back to low, and slowly add in the egg mixture until just combined.
Fold in the sprinkles by hand using a spatula or wooden spoon.
Divide the batter among your cupcake liners, filling about ⅔rds of the way. I used about 50 grams of batter per cupcake. Bake for 18 - 20 minutes, until a toothpick inserted in the center comes out with a few moist crumbs clinging to it.
Let the cupcakes sit in the hot pan for another 2 minutes, then transfer to a wire rack to cool completely.