08/08/2012 AT 6:00 AM ET
Unexpected pals and fellow music lovers Connor Cruise and Joe Jonas recently hit up West Hollywood, where they took in dinner with a group of about eight at Bagatelle L.A.
“A few girls met them and they ended up chatting up a few [more] girls at the table next to them,” an onlooker tells PEOPLE.
The son of Tom Cruise was apparently pretty famished and indecisive. He ordered steak, truffled chicken and gnocchi.
Jonas, who sipped on Grey Goose and pineapple, seemed less hungry, ordering chicken that he shared with another friend.
Says the source, “They spent most of the night talking about Joe’s [upcoming] birthday.”
– Jennifer Garcia
— People magazine (@peoplemag) August 7, 2012