At a job fair on Shanghai’s Donghua University campus, 50 firms set up booths in the school’s gymnasium. They are looking to fill just under 900 openings. It is a tiny job fair by China’s standards.

Showing enthusiasm in a job interview can be the make-or-break factor in getting that position. In fact, nearly 47% of hiring managers say a candidate’s keen interest in the job is the most important ...