It sounds like he may have made his exit in front of the other candidates. I can see the company being frustrated by that as it would naturally be likely to make the other candidates view their potential new employer less favorably.

If he was certain that leaving early was the right thing to do, it would have been better to choose a moment when he could tell one of the interviewers quietly, and exit without causing a noticeable scene.