I believe happens because the states where everyone has close to the same amount of money have lower entropy e.g. there is only 1 state where everyone has equal money, but there are by far more states where the funds are exponentially distributed.

If it makes you feel better, in this model eventually everyone will spend time as both rich and poor... probably not so much like the real world. :)