Under the advanced options screen, what startup option should be enabled in order to view what did and did not load during the bootup?

That feature is called boot logging I believe. It creates a text file detailing the loading of the various drivers. By analysing that, you can identify (for instance) the culprit that makes your computer blue-screen during startup.