They'll deactivate while PS+ is inactive, but you don't have to re-DL - it will just reauthenticate them before they'll be playable again. [Usually about 1 min or so on my old wonky Comcast account, not had to do a reauth with FIOS yet which is rock solid (DLed all of UC3 in under 4 hrs np - 40+...