Unitary transformations in quantum mechanics are fundamentally information-preserving, maintaining the von Neumann entropy across transformations. When a matrix undergoes a transpose and conjugate in a unitary transformation, the physical expectation values remain invariant, reflecting the symmetry of the system. This process can be viewed as a representation of the original matrix in a new space defined by the unitary matrix. The transformation highlights the relationship between eigenstates and eigenvalues, showing how the system's properties can change while preserving overall information. Ultimately, unitary transformations serve as a critical framework for understanding symmetry and information processes in quantum mechanics.