For me, “Featured Image” was still missing from the Screen Options tab, even after clearing the cache and restarting the browser. In my case the problem was related to having a WordPress 3.2 Multisite install. With this setup, the Media upload buttons must be checked in Network Admin to enable the featured image meta box  Full Article…