Let {\psi(1)],...,\ psi(n)];p(1),...,p(n)) be an ensemble of pure quantum s
tates. We show that it is possible to increase all of the pairwise overlaps
\[psi(i)\psi(j)]\, i.e., make each constituent pair of the states more par
allel (while keeping the prior probabilities the same), in such a way that
the von Neumann entropy S is increased, and dually, make all pairs more ort
hogonal while decreasing S. We show that this phenomenon cannot occur for e
nsembles in two dimensions but that it is a feature of almost all ensembles
of three states in three dimensions. It is known that the von Neumann entr
opy characterizes the classical and quantum information capacities of the e
nsemble and we argue that information capacity, in rum, is a manifestation
of the distinguishability of the signal states. Hence, our result shows tha
t the notion of distinguishability within an ensemble is a global property
that cannot be reduced to considering distinguishability of each constituen
t pair of states.