Eigenvalues in quantum mechanics represent the specific, quantized energy levels of a system, such as the hydrogen atom, where measurements yield discrete values like -13.6 eV and -3.4 eV. These energies are referred to as the eigenvalues of the Hamiltonian, derived from linear algebra. The corresponding states of the system at these energies are known as eigenstates, which describe the possible configurations of a quantum system. Each measurable physical quantity, including position and momentum, has its own set of eigenstates, leading to the fundamental principles of quantum mechanics, including Heisenberg's uncertainty principle. Understanding these concepts requires a foundation in mathematics, particularly linear algebra.