Let's say he was stabbed after being knocked into the elevator shaft... There aren't many ways to end up down there, you know?

He would have had to been knocked down from one of the other floors and then the killer would have to run all the way down to the basement to finish the job. Or they would have had to fight in the basement and push him in from there.