Spotted: Joe Jonas and Bratz star Chelsea Staub, holding hands, shopping, and sharing a bag of chips in Santa Monica, Calif.

But don't freak out! The two are just pals. "All the Jonas Brothers are friends with Chelsea," a rep tells Us Weekly. "They met while working on the pilot for J.O.N.A.S." You can now sleep easier knowing that Joe is still on the market…