I don't have the answer but I figured I would give you the results of a few quick experiments. Here is what things look like when $n = 5$

and when $n = 10$

and when $n = 50$

and when $n = 1000$

The colour represents the probability, red being large, blue being small. The actual colours are assigned according to the log of the probability. To generate these I used the following matlab
M = [ 0 1/5 0;
1/5 1/5 1/5;
0 1/5 0 ];
B = [1];
n = 50;
for i = 1:n
B = conv2(B,M);
end
colormap(jet(256));
imagesc([-n, n], [-n, n], log(B));
Provided that the `shape' close to the origin becomes sufficiently circular, then the answer to your question is positive.





