premise: A lady wearing a red hat is fishing in a quiet and peaceful lake. hypothesis: A member of the Red Hat Society is in a boat fishing on a lake.
neutral: Not all wearing red hats are necessarily be members of Red Hat Society. Fishing doesn't imply fishing in a boat.