On January 21, 2003, he was involved in an off-ice incident. While Arnason, Phil Housley and Theoren Fleury were leaving the Pure Platinum strip club in Columbus, Ohio, Arnason and Housley had to step in to prevent Fleury from being beat up by the bouncers after Fleury punched the strip club manager in the face.