In this paper, we introduce the notion of generalized \(\mathcal {W}\) -Gorenstein modules respect to some subclass \(\mathcal {W}\) , extending the classical notion of Gorenstein projective modules. By exploiting the correspondence between projective modules over the endomorphism ring \(\textrm{End}_R(C)\) of a module C and elements of its additive closure \(\mathcal {W}=\textrm{Add}_R(C)\) , we establish a fundamental correspondence between Gorenstein projective \(\textrm{End}_R(C)\) -modules and generalized \(\textrm{Add}_R(C)\) -Gorenstein modules. This result refines existing relative homological settings and provides a natural extension of well-known results in Gorenstein homological algebra. We explore key properties, such as closure under direct summands and sums, and identify conditions under which the class of generalized \(\mathcal {W}\) -Gorenstein modules coincides with other classes of modules, like Gorenstein projective modules.