This article presents a new method to create maps that chart changes across a cinematic narrative. These are unlike narrative spaces previously discussed in the literature—they are abstract, holistic, dynamic representations based on objective criteria. The analysis considers three films (All About Eve, Inception, and MASH) by counting the co-occurrences of main characters within scenes, and 12 Angry Men by counting their co-occurrences within shots. The technique used combines the statistical methods of correlation, multidimensional scaling, and Procrustes analysis. It then plots the trajectories of characters across these spaces in All About Eve and Inception, regions for characters in Inception and MASH, and compares the physical arrangement of jurors with their dramatic roles in 12 Angry Men. These maps depict the changing structures in the visual narrative. Finally, through consideration of statistical learning, the article explores the plausibility that these maps mimic relations in the minds of film viewers.