Energy eigenvalues are the specific, quantized energy levels associated with a quantum system, derived from solving the Schrödinger equation. In the context of angular momentum and the hydrogen atom, these eigenvalues indicate the allowed energy states that an electron can occupy, which are critical for understanding the atom's structure and behavior.