How do I authenticate as super user in a Google Compute Engine instance to install Chrome Remote Desktop?

Question

I would like to Chrome Remote Desktop to my GCE instance. Normally, sudo does not ask me for a password on this instance. However, when trying to enable Chrome Remote Desktop, I get a GUI popup that asks for a password and won't take no for an answer. What should I do here?

Screenshot

Thanks!