After enabling ssh, I could figure out that the xserver did not start.
startx said "no screens found".
So I tried out all the ways to config the pi in headless mode
Editing the config.txt for fixed hdmi modes (see here), fiddeling with raspi-config, updating the firmware - nothing worked.
Eventuall a look into the Xorg.0.log (in /var/log/) showed ...