Thank you, Lady Random! :) There actually is a controller support, but I'm not sure if every type of controller is supported at this moment. Did you use a DualShock gamepad, by any chance? I know at least one person who had trouble with it.
Actually, I was using a DualShock gamepad so that might be why. Thanks for letting me know!