Premise: a lady looks surprised.

Hypothesis: Something happened that just surprised a woman.
Relation: entailment

Hypothesis: The woman looks surprised and is yelling angrily.
Relation: neutral

Hypothesis: A woman looks surprised because someone just dropped to one knee and proposed!
Relation: neutral