This thread helped me out!

Somehow my registry was screwed up so that the AppData field was not
in "HKCU\Software\Microsoft\Windows\CurrentVersion\Ex plorer\User
Shell
Folders\". By setting the AppData to "%UserProfile%\Application Data"
while Outlook was open, I was able to get it to reatain the password.