Nothing to Fear Batman: The Animated Series : Season 1 Episode 10

Batman encounters the Scarecrow and attempts to foil his scheme to burn down Gotham University, but in the process is exposed to the Scarecrow's fear gas, and is forced to face his own guilt over the deaths of his parents.