The secondary coil in a transformer is the coil where the induced electromotive force (EMF) is generated due to the changing magnetic field produced by the primary coil. It plays a crucial role in transferring electrical energy between circuits, either stepping up or stepping down voltage levels according to the number of turns relative to the primary coil.