Let V be an n-dimensional vector space over the field F with a basis B = {α 1 , . . . , α n }. For a non-zero vector v ∈ V \ {0}, the skeleton of v with respect to the basis B is definedwith respect to B is the simple graph with vertex set V = V \ {0} and two distinct non-zero vectors u, v ∈ V are adjacent if and only if S B (u) ∪ S B (v) = B. First, we obtain some graph theoretical properties of Γ(V B ). Further, we characterize all finite dimensional vector spaces V for which Γ(V B ) has genus either 0 or 1 or 2. In the last part of the paper, we characterize all finite dimensional vector spaces V for which the cross cap of Γ(V B ) is 1.