Can a user who is not a Moderator see the deleted chat messages from other users?
Yes: In addition to moderators and the originally posting user, the room owners (of the particular room) also have access to the history of deleted messages.
However, unless the message's
Nobody else can see them, though. In particular, this is not related to reputation (unlike the ability to see deleted rooms).