In 2008, I created the Chrome Password Recovery Tool. However, the download links on that page have been lost in a server migration.
Since I have been getting some email about the absence of a download of the tool, I decided to release it as open source on CodePlex. So go get it from here, if you need it.
This latest version supports the latest Chrome version (10), and enables reading the passwords while Chrome is running.