You are going to see a pattern along the diagonal because every other number is even and never prime (excluding 2). So the only way for two primes to be touching is along a diagonal. Given that and our brains tendency to group items which are closer together as being related, anything along the diagonal will stand out more and appear to be a pattern. A more interesting picture would be one where all of the even numbers are omitted.