On the Edit Profile page you will see a section marked:
"Email Handling: Automatically Respond Edit Auto Response"
You should click on the box marked "Edit Auto Response" and include your wording.
Don't forget to tick the box marked "Automatically Respond".
You should then click the save box (in the bottom right-hand corner).
To turn off your auto-response, simply untick the box marked "Automatically Respond".