Once the feedback period for a Vv, to which you have been invited, has ended you will no longer be able to leave feedback. You can still view the content. If you've removed the media associated with the Vv, you can re-download that content.
There are also circumstances where a Project Owner can chose to remove people from a Vv. In this case both the content and all references to the Vv will be removed from your phone.