You have probably saved a few passwords here and there while using the Google Chrome browser, but if you really have a look, it seems like there is a major Chrome Password fail in place. Try it, I’ll wait!
Best recommendation without using an external application/software is complete abstinence…of saving passwords.
More of Chrome: try the Google Chromercise or the Top 25 Chrome Extensions for Web Developers.