Why can the electrons in an atom only hold certain fixed amounts of energy, never the amounts in between?

Picture an electron inside an atom. You might expect it could hold any amount of energy at all, like a ball resting anywhere on a smooth ramp. But it turns out an electron can only hold certain fixed amounts, never the values in between. Why on earth would nature allow some spots and forbid all the rest?