When sentiment is filtered to a particular category, it would be helpful to capture the context of the sentiment, not just the word that triggered the hit. This would give more substance as to why this hit was identified.

This could look like a sentiment scale to show whether a hit is Very Negative, Slightly Negative, Neutral, Slightly Positive, Very Positive. Or, this could look like sentiment provided for entities, as opposed to the entire article.