I think it's important to have an interactive throbber that will show a task manager when "clicked". The task manager should show which applications / processes are taking up all the CPU and allow them to be killed.

Just showing a big throbber in the middle of the screen would quickly get annoying to me - unless it was only displayed when the UI had completely frozen. Even in that case I would want a quick way to recover (manually or automatically).