''I'm Not There'' uses a nonlinear narrative, shifting between six characters in separate storylines "inspired by the music and many lives of Bob Dylan". Each character represents a different facet of Dylan's public persona: poet (Arthur Rimbaud), prophet (Jack Rollins/Father John), outlaw (Billy McCarty), fake (Woody Guthrie), "rock and roll martyr" (Jude Quinn), and "star of electricity" (Robbie Clark).