That's how Leanan Sidhe works. She's a muse fairy, she inspires greatness upon artists but they also slowly go mad and lose their vitality, eventually dying young. She was the gaelic explanation for the "tortured artist" trope, which existed even back then.
Depending on depiction she can be...