The purpose of the personality test in the UPSC selection process is to evaluate candidates' interpersonal skills, leadership qualities, and mental acuity. This stage assesses not only knowledge but also a candidate's ability to think critically and communicate effectively. It aims to determine suitability for public service roles, ensuring candidates can handle real-world responsibilities.