We hypothesize that opinions exactly where emotions linked to certainty are expressed will have a constructive impact on evaluation helpfulness and vice versa, in spite of their valence. In addition, certainty mediates this outcome. We adopted a quantitative content material Investigation approach (latent semantic Evaluation or LSA) to evaluate emo