The stacked wilds in the base game of Samurai Fury can appear on reels 2, 3, and 4, substituting for all symbols except the scatter. These stacked wilds can significantly increase the chances of creating or enhancing winning combinations, especially when they land in favorable positions. With the potential for multiple stacked wilds to cover entire reels, players can potentially create several winning combinations simultaneously, leading to larger payouts.