  In [Phys. Rev. A 70, 062101 (2004)] Gibbons et al. defined a class of
discrete Wigner functions W to represent quantum states in a finite Hilbert
space dimension d. I characterize a set C_d of states having non-negative W
simultaneously in all definitions of W in this class. For d<6 I show C_d is the
convex hull of stabilizer states. This supports the conjecture that negativity
of W is necessary for exponential speedup in pure-state quantum computation.
