We study the quantum localization effect of the cat map manifested in the m
otions of statistical ensembles. Specifically, the coarse-grained entropy a
nd time-averaged phase space distributions are investigated. For this purpo
se, an amended version of the Wigner function on the discretized phase toru
s is presented. We find that the time average of the coarse-grained Wigner
function is scarred (antiscarred) along some short periodic orbits, and the
heights (depths) of these scars (antiscars) decrease in a linear way with
the Planck constant when the semiclassical limit is approached. The relatio
nship between the scars observed here and those exhibited in the quasienerg
y eigenstates is discussed.