While assisting their detective father track down a notorious jewel thief and his accomplices, the Hardy boys follow a trail to an old mansion on the outskirts of town. A disappearing floor, a savage-looking hound, a ghost, and a college professor's startling invention are just a few of the strange elements that complicate the boys' efforts to solve the mystery.