With increase in Price, Suppliers will provide a higher Quantity. The Supply Curve, by itself, assumes nothing about the Quantity that will be consumed.
So, when the price is high, all the lowest-cost production happens, as before. AND lots of the higher-cost production happens, too. So the quantity supplied, increases.