In the UPSC Personality Test, ethical considerations include assessing a candidate's integrity, decision-making, and social responsibility. The focus lies in evaluating their values, motivations, and how they approach moral dilemmas. This evaluation determines not just cognitive abilities but also how candidates interact with society and respond to challenges as future civil servants.