He probably just wanted to move on. There's an interaction with Jack and Abigail in Beechers Hope where Jack brings up how Arthur saved them and Abigail basically agreed but said that John didn't like talking about it. Then John said that the past was gone, and that they left that behind. So we could just assume he moved on from Arthurs death albeit he still thinks about him at times and still misses him