When the PRD is in normal use it should be blocked. The blocking part gets blown out when a safe pressure is exceeded. Presumably the blocking part (ball, disk, whatever) was located in the tube attachment at the base of the tank.
[Edit] In your shower the PRD is likely to be the same as the one...