I'm a fly fisherman but I have seen more folks catch stocked trout with worms than anything else. Since trout are basically bottom feeders, I would recommend using a small split-shot sinker and try to keep the bait bouncing off the bottom. This will make it easier for the trout to realize the bait is nearby and they will not hesitate to pick it up off the creek bottom.

Good Luck