Richard Belzer's character John Munch helps a potential suicide recover and reveals to her that his father killed himself. In real life, Belzer's father killed himself when Belzer was 23 years old.
The title "Painless" is a homage to the title song of the movie M*A*S*H (1970) "Suicide is Painless".