A stationary state wave function describes a quantum state whose probability distribution does not change in time, representing a system in a stable configuration. This wave function is a solution to the time-independent Schrödinger equation and is associated with quantized energy levels of a quantum system, indicating that the system remains in a fixed energy state over time.