Editing a train interrupt can be cancelled with Esc , which brings up a confirmation prompt if there are any unsaved changes.
However, while the confirmation prompt is up, you can close the interrupt editor with E , which leaves the confirmation prompt up.
After that, pressing the red confirm button ...