Now it works for me!
I installed the Add-on WordPress Wysiwyg (http://www.advancedcustomfields.com/add-ons/wordpress-wysiwyg/). That did the job!
@elliot: Can you explain me the difference between the “WYSIWYG-Editor-field” and the “WP WYSIWYG field”?
Thanks in advance!