Step 1: Analyze the arrangement of the colors on the visible faces of the cube.
Step 2: Determine the positions that are not visible but opposite the shown faces based on standard cube rotation rules.
Step 3: Identify that the face opposite to purple, which is shown adjacent to red and below green, must logically be yellow due to the elimination of visible options and arrangement.