Western psychology tried that. In its special way, but still. Introspection was a big thing in XIX century. To become a subject of a psychological experiment you'd need to get a special education and training. There was that guy, Titchener that invented structuralism based on his introspective research.

It didn't work though. I can't remember why exactly it didn't work, can only guess.