The singer played his second US gig at the intimate venue earlier this week, performing songs from his debut album Electronic Earth.
He said: "This is the second time I've ever played the US and I'm f**king loving it!"
The club, located on California's Sunset Boulevard, is known for its popularity among Hollywood actors, including Leonardo DiCaprio, Jennifer Aniston, Angelina Jolie and Lisa Marie Presley.
Labrinth opened with 'Climb On Board', before playing his hit singles 'Earthquake', 'Let the Sun Shine', 'Last Time' and latest track 'Express Yourself'.
The star is currently shooting the music video for the LP's fifth single, which will be announced in the coming weeks.
> Read Digital Spy's review of Electronic Earth
Watch the 'Express Yourself' music video below: