You really won't need one. Its only 5 days. Almost all thru-hikers have no problem hiking 20 mile days. Shenendoahs are one of the most gentle sections of AT. There are waysides which have limited groceries as well as restraunts to supplement meals.
If you must, you can go to Luray, VA from Thornton Gap I believe, but rarely anyone does.