premise: Two people leaning over a fence looking at the water. hypothesis: The couple admires the view of the lake.
neutral: Two people together are not always a couple, their relationship cannot be inferred.  People looking at the water does not mean that they are looking at a lake, much less that they admire the view of the lake; their feelings and thoughts cannot be assumed.