  Expressing attitude or stance toward entities and concepts is an integral
part of human behavior and personality. Recently, evaluative language data has
become more accessible with social media's rapid growth, enabling large-scale
opinion analysis. However, surprisingly little research examines the
relationship between personality and evaluative language. To bridge this gap,
we introduce the notion of evaluative topics, obtained by applying topic models
to pre-filtered evaluative text from social media. We then link evaluative
topics to individual text authors to build their evaluative profiles. We apply
evaluative profiling to Reddit comments labeled with personality scores and
conduct an exploratory study on the relationship between evaluative topics and
Big Five personality facets, aiming for a more interpretable, facet-level
analysis. Finally, we validate our approach by observing correlations
consistent with prior research in personality psychology.
