If your controller doesn't work, note that (as of v1.2d) this game does not support DirectInput! Make sure your controller is using XInput and then it'll work fine.
For now, the same seems to be true of other games using the SUGAR engine (I tested Damocle's Gaze).
Anyway this game is great! :)