The Wigner function W-N(x, p) is a useful quantity to characterize the quantum fluctuations of an N-body system in its phase space. Here we study W-N(x, p) for N noninteracting spinless fermions in a d-dimensional spherical hard box of radius R at temperature T = 0. In the large-N limit, the local-density approximation predicts that W-N(x, p) approximate to 1/(2 pi(h) over bar)(d) inside a finite region of the (x, p) plane, namely, for vertical bar x vertical bar < R and vertical bar p vertical bar < k(F), where kF is the Fermi momentum, while W-N (x, p) vanishes outside this region, or droplet, on a scale determined by quantum fluctuations. In this paper we investigate systematically, in this quantum region, the structure of the Wigner fun...