all dogs will choose one leader. this is not necessarily the one who feeds or walks him. this is a natural behavior and the treats will encourage the bond but they will always choose their favorite!
i've had a belgian sheppard that chose my husband. i fed her i walked her but she only tollerated me when the husband wasn't home!