updated 04/14/2013 AT 11:00 AM ET
•originally published 04/14/2013 AT 11:30 AM ET
The actor, 26, often held Stewart’s hand behind his back as the pair took in day two of the music festival in Indio, Calif. The actress, 23, has rented a house in nearby Palm Springs for the weekend.
After spending nearly two months apart for work, Pattinson and Stewart were first spotted at a karaoke bar in L.A. before joining Perry at a birthday party in late March. Last week, they were spotted on a lunch date.