Custom CSS for Spirit layouts in responsive mode

I'm not sure if this is a known issue/bug or whether it should be reported as such, but I've noticed that in any Upfront theme when in responsive mode and you click on the Custom CSS link, nothing happens. So I can't add custom styles while in responsive mode. And isn't that part of the point?

Is there a fix for this?