I prefer to listen to what the Japanese themselves have to say. And they say that they were not ready to surrender.
The fact of the matter is that no one in Japan just plain wanted to fight to the bitter end, without consideration of any conditions. And they were incapable of mounting any meaningful defense offshore anyway; if it came down to it, we could have simply blockaded them and deprived them of all outside resources if we were so worried about really losing up to a million men. The peace-wing in the government, along with the general population, would have overridden whatever hawks were left in the military in pretty short-order, once blockade-induced privations really kicked in. The evidence is overwhelming that our own military leaders never bought-into that figure of a million casualties, it was purely for public consumption as a justification for dropping the atomic bombs.