Do ghosts choose people and begin haunting them out of nowhere?

First, the figure at 2AM was possibly the mind playing tricks on you; you may of saw a person similar to that figure in your day and thought of them. The stuff moving is possibly a spirit trying to manifest by telling you its there. It knowing you know its there will manifest, so there.