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 the flour and mix until it is fully combined. Add in the cherry juice and dried cherries. Roll the cookie dough into balls, and flatten slightly. Place the cookies onto a large ungreased baking sheet. Bake for 10-12 minutes.