Not familiar with the engine compartment of your truck, but follow the tube back from the filter box. It will be attached to the throttle body. Pull that tube off (probably a hose clamp holding it on), and you'll likely see the throttle plate stuck open. The cable will be attached to linkage on the side of the throttle body, along with another cable for the cruise control if you have it. It's likely stuck open because it's gunked up, or the cable is bound up somehow. It's not rocket science, you can take it apart and clean it. Take a couple of pictures if you think you'll have trouble putting it back together.