Unable to access WPMU Dashboard

I just signed up for WPMU, installed a fresh instance of WordPress and got the Dashboard up and running.

I then activated WordPress Network, and now (even as the Super Admin) I get "You do not have sufficient permissions to access this page." when I try to access anything through the WPMU Dashboard.

Any pointers on why this is happening and how I can fix it?