Phase II trial to study the effectiveness of trastuzumab in treating patients who have stage IIIB or stage IV non-small cell lung cancer that overexpresses HER2. Monoclonal antibodies can locate tumor cells and either kill them or deliver tumor-killing substances to them without harming normal cells