You have an Option Name:
Color

You make your new Option Value for Color as:
Pick One
Sort Order 0

You go to your Product in the Attributes Controller and you add the new Attribute:
Option Name: Color
Option Value: Pick One
Sort Order: 0
(in colored boxes are the options)
Used For Display Purposes Only: YES
Default Attribute to be Marked Selected: YES