The singer wore a casual cropped rust colored Elizabeth and James sweater with black skinny jeans and ankle boots. She also wore her signature red lipstick as she arrived to dinner with Johnson and Delevingne.
The singer has been spending plenty of time with friends since her split from Thor actor Tom Hiddleston after a three-month courtship.
During the private Kings of Leon concert the pop star attended, she mostly kept to herself.
“Taylor showed up right as the concert was kicking off,” an onlooker told PEOPLE. “She stood with Lorde most of the time, watching the show.”