Premise: "A man wearing sunglasses and a suit is looking at a girl with short hair."
Hypothesis: "A man and a girl embrace."
Do we know that the hypothesis entailed by the premise? Let's be accurate as possible and think first.
To Embrace somebody is physical touch where as looking is the opposite effect. Final answer: no.