This preprint presents a conceptual and pedagogical framework for understanding quantum states through elementary linear algebra. By expressing physical conditions in the matrix form Ax = b, the work relates superposition, definite states, and forbidden configurations to underdetermined, exactly determined, and overdetermined linear systems. The paper aims to clarify structural aspects of quantum mechanics without modifying its formalism.