It seems the violet color of fluorite is due to electronic color centers created when high energy radiation causes the ejection of a fluorine atom from the lattice. (Took me 10 minutes to find that information amid a sea of crystal healing bullsh*t.)
Nature: Wait it's not-
Me: No take backs *crunch*