I must assume you upgraded kde in the mean time?
At some point session management was changed ever so slightly
You can select between having the session saved every time you log out or not. If not, then you will have a new menu entry (just above the K) that will allow you to save the session manually.
Oh I am not using RH so they might have screwed up the whole thing anyway.
Switch to Gentoo