I think "Hate" is a pretty tough word for anyone to swallow even if you don't suffer from anxiety and depression. My ex was a abusive alcoholic and never once did he directly call me a name or tell me he hated me.

I agree with Rhapsody. What is there that is more deeply rooted? Those kind of harsh words take more than love to fix - there's something else there........

Maybe couples therapy???