When an electron falls from higher energy to a lower energy level, the difference in the energies appears in the form of electromagnetic radiation. Why cannot it be emitted as other forms of energy?
Electrons are negatively charged particles, and when they undergo a transition from higher energy level to lower energy level, they get accelerated. Thus being accelerated particles, they emit energy in the form of electromagnetic radiations.