The Twilight star and the Mercury Prize nominee, real name Tahliah Barnett, went to Soho House in LA on Saturday night. But whilst the pair were there with friends, it didn't stop them from getting cosy in the West Hollywood hotspot.
An eyewitness told E! News, "They were with a big group of friends, sitting at a table in the garden dining area, about 10 people. They sat on a couch together totally flirting, holding each other's hands and kissing here and there. [They were] really cute and they seemed super happy! They were there for about an hour."
Tahliah and Robert were snapped holding hands (shia_da/Instagram)
And whilst Tahliah has reportedly chosen to to keep quiet on the relationship rumours so that she can establish herself as a singer, it could be harder to keep things secret if Rob stays true to his word about moving closer to her.
In an interview with Radar, R.Patz admitted, "I think I might be done with Los Angeles. I've just realized that in the past few weeks. If you are the kind of person who needs to be pushed into doing something, then Hollywood is not the right place.
“I think I need to spend more time in London, or just move around a bit more. I've been in L.A. for six or seven years or something and it's weird. The more you stay there, especially as an actor, the more you think you need to be there, that you'll be missing out on something by leaving, but you are not really. It's a fun city, though, but you are permanently on holiday there. I feel like I've been on holiday there since I was 22."
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