Think of 在 as a verb. What is the subject that is situated somewhere?
I would say the subject of this sentence is 房间里. And, concerning the subject, it can be said that S 有 O.
If you used 在 the way you did, then the subject in front of the 在 would be missing. So: [Nothing] 在 O