USB SNES Controller – D-Pad not working in games
So I did as Floob said and removed all config files in /opt/retropie/emulators/retroarch/configs/*.cfg
then ran
sudo /home/pi/RetroPie-Setup/retropie_setup.sh
and did the configuration for my controller.
Now it works as it should be :)
