I also wish the PushPull tool did not work this way but there IS a reason; it can only go down until the sides are parallel. If it went further, some faces should somehow turn "inside out" and create invalid geometry so developers seem to have rather put this limitation in rather than risk messed up geometry which can cause bigger problems even when fixed.