TweetPsych uses two linguistic analysis algorithms (RID and LIWC) to build a psychological profile of a person based on the content of their tweets. The service analyzes your last 1000 tweets and works best on users who have posted more than 1000 updates.
I enjoy reading tweets more than I do posting them, so results probably aren’t that great, but they are below in case you are interested.