Thanks for your comment and feedback.
The yearbook tab should appear as you hover over a specific blue clue (the one near the carpark exit---you get the message that the yearbook is found inside a van).
Of course, you can still brute-force the names like you did, but then you won't have any clues to solve the puzzle. :)