Preheat the oven to 350 F. In a large bowl, mix butter with powdered sugar until smooth. Add in vanilla extract and flour and mix until combined. Fold in the sprinkles.
Roll the dough into balls and place onto a large ungreased baking sheet at least 2-inches apart. Bake for 10-12 minutes. Place powdered sugar into a shallow dish. Roll cookies into the sugar.