The UPSC expects candidates to demonstrate qualities like leadership, integrity, and analytical ability during the interview stage. Aspirants should showcase their understanding of national and global issues alongside their personal experiences and values. Communication skills, including clarity of thought and articulation, are crucial. The interview panel looks for candidates who display confidence, adaptability, and a genuine passion for public service. Furthermore, emotional intelligence and ethical considerations are important when candidates articulate their thoughts on sensitive issues. Ultimately, the interview assesses suitability for civil service roles based on holistic qualities and outlook.