@Nick's answer is correct, but redundant.
A state needs not be normalized to begin with, nor be represented by the eigenstates in order to conserve its norm.
Time evolution is a unitary transformation (indeed, because the Hamiltonian is Hermitian). Therefore the norm of a state, any state, is conserved with time. This is explained in detail here.
