That's all the answer you're going to get, and really, I feel like he was very clear (no spark) but you invalidated what he told you by saying it couldn't be and was it his mental illness that was the "real" reason.

You'll have to let this go. If he has Asperger's he's not likely to give you any more than this and really you're lucky you got a proper goodbye.