[He shrugs.] A murder at around three in the afternoon in an unlocked and open room? Honestly, I wouldn't be that surprised if someone actually did walk in.

But what you said makes sense too. Someone could have entered first, made sure Rin was alone, and then distracted her for long enough for the second person to stab her. It still doesn't explain why though.