Actually I don’t know what happened. I was tweaking around with the settings and suddenly it worked.
BUT, now I’ve got a new problem. The sent messages does not reach the recipient’s inbox. I’ve read your instructions already and everything should be fine. Whenever I make a change in wordpress a notice are sent to me by e-mail, so I know that that’s working.