Convection cells turn down because when the cells are away from the heat source the cells begin to cool. If cells are cooler they are more dense. Therefore, the change in density causes the cells to sink.
Since the cells are away from the heat source they cool. Cool cells are more dense causing those cells to sink. So the force is the increase in density.