OK, let me see if I can clear it up, or screw it up.
Think of the scale beam as a teeter totter. When the sliding weight equalizes the beam is level.
The hook is nothing more than a weight equal to the beam itself and slider at 0 position past the fulcrum. It's kind of like the fat kid sitting closer tothe tip point on the teetertotter so the skinny kid sitting on the other end doesn't spend his day in the air.
Beam scales with different graduations on opposite sides are set up to employ adder weights on the tail end of the beam. The scale itself is graduated on one side to weigh from 0 to 100 pounds. If the object being weighed is more than 100 pounds, the adder weight gets hooked onto the tail and the weight of the obbect is read directly from the 200# side of the beam. Usually a shackle is in the beam tail to hold the adder weight.