I figured it out.
The trick is to enable 'Show user agent shadow DOM' in the Settings panel of Chrome Developer Tools:

To get to settings, click the "⋮" button at the top right of your Dev Tools panel, then click Settings, and it's under the default Preferences tab.
With that, you can now see it:
