Originally posted by roybaty:
EDIT:

Strange I disabled my ethernet adapter and tried running games offline and now it works, weird. I guess Urufu's idea is the best.
As I understand it you need to be online when you set steam to offline mode, then it works fine. If your internet drops out and you try to set offline mode while your internet is not working, that can be when the problems happen.