For me, it's a combination of fear and guilt. I know I didn't cause her drinking, but the guilt comes from what might happen to her if I leave. Pre-emptive guilt, I suppose.
I'm also afraid of the whole divorce quagmire. Our finances are a mess already... I can only imagine that getting worse after a divorce.