If you can't find them at one hardware store, try another. Even though a store may have the same name it will not have the same inventory. The nut and bolt section and those little drawers of bits are usually stocked by a local vender that drops around every so often.
"every so often", it's a regional phrase, I drink pop, you drink soda.
Scott