You can change it exactly where you described: http://i.imgur.com/4Sb1GN5.png
You always have to clear all the cache when you make style changes on your website, otherwise cloudflare will serve the old CSS and JS files. This is definitely only a cache related problem, as the option changes, and if I load up the stylesheet in console with a different query string, the changes are there.