Explores three broad areas of inquiry: what significance visual images have for rhetorical analysis; how a study of nonverbal material might be conducted; and whether visual explanations depend on the image or the viewer. Argues that viewers understand Joseph Wright's painting "The Air Pump" in terms of its subject, its exhibition space, the actions of other viewers, and the relationship of the painting to commodification. (PM)