Preheat the oven to 350 F. In a large bowl, combine butter with powdered sugar until fluffy. Add in vanilla extract and mix until smooth.
Add in flour, and mix until it is fully combined. Fold in the sprinkles. Form the mixture into balls, and flatten slightly. Place the cookies onto a large ungreased baking sheet. Bake for 10-12 minutes.