premise: A man with his arm around the women shoulder, carrying red bags as they cross the street in the crosswalk. hypothesis: The loving couple is cuddled together while walking back from the store.
neutral: Walking with an arm over a shoulder doesn't automatically mean its a loving couple, and carrying bags does not have to mean that someone came from the store.