A Hermitian form q on the dual space, g M , of the Lie algebra, g, of a simply connected complex Lie group, G, determines a sub-Laplacian, , on G. Assuming Hörmander's condition for hypoellipticity, there is a smooth heat kernel measure, ρ t , on G associated to e t /4 . In a companion paper [6], we proved the existence of a unitary "Taylor" map from the space of holomorphic functions int (a subspace of) the dual of the universal enveloping algebra of g. Here we give a very different proof of the surjectivity of the Taylor map under the assumption that G is nilpotent. This proof provides further insight into the structure of the Taylor map. In particular we show that the finite rank tensors are dense in J 0 t when the Lie algebra is graded and the Laplacian is adapted to the gradation. We also show how the Fourier-Wigner transform produces a natural family of holomorphic functions in L 2 (G, ρ t ), for appropriate t, when G is the complex Heisenberg group.