Just in case anyone has the same issue. Put this in settings.cfg to map Quit to f10 for example.
Depending on how your keyboard is numbered in the emulator you can change it to input.1.keyboard.1.button.68F10=SPC_QUIT.0 etc. or have multiple lines with just the number after keyboard.(some number) changed.