Is there any chance disk is full? You can see that using "df" command.
I didn't face liveOS disappearing issue, but few days I did face some weird problems. Then I realized disk was full and Fedora couldn't save/write anything on disk. After clearing some space, it worked fine again.
I run Fedora 12 from USB disk. :)