  In this paper, we provide a strong formulation of the stochastic G{\^a}teaux
differentiability in order to study the sharpness of a new characterization,
introduced in [6], of the Malliavin-Sobolev spaces. We also give a new internal
structure of these spaces in the sense of sets inclusion.
