Custom toolbar does not un-hide in Remote Desktop

I created a custom toolbar of programs and files I use often and placed it on the left side of my desktop with the auto-hide option enabled. When I connect to this machine via RDP, the toolbar will not unhide. There is a place holder, as if it knows it's supposed to display the toolbar, but it never populates. This problem also presented in XP, but I hoped it would be fixed by now. Any ideas?