The walk-away needs the anger. It's a mechanism to enable them to detach... It takes a ton of anger in order to justify walking out on a marriage.
The best thing you can do is listen and validate those feelings. Often, when you stop resisting, and just let your spouse ramble on, they'll suddenly run out of steam.