Testing various approaches to use LLMs to estimate a person’s psychometric features like Agreeableness , Extraversion , Empathy, Conscientiousness , etc.. from user written essays as reaction to news articles. Exploring effect of clickbait-ish titles by using different models trained with/without the article contents along with the title. Additionally looking into effect of these based on user’s background i.e gender , age , race etc…