Connecting to LocalDB with SQL Server Management Studio 2012 (SSMS)

I've been reinstalling a bunch of software on my brand new Win8 machines, and decided to keep a lightweight SQL development experience, so I installed the brand new 2012 LocalDB + SSMS. But then...