If you're interested, the quote comes from The Crack-Up, which "tells the story of Fitzgerald's sudden descent at age thirty-nine from a life of success and glamor to one of emptiness and despair, and his determined recovery."[1]

[1]: http://www.goodreads.com/book/show/16893.The_Crack_Up