 The town grew up around the factory and soon other manufacturers arrived to harness the water power provided by Muncy Creek.People interested in purchasing lots in Picture Rocks were required to sign an agreement stating that they would not open a saloon or engage in the trafficking of liquor.This law was made by the residents and founders of the town, a majority of them being Baptists.