I also did not tell my then husband that I was filing for divorce. He was very emotionally and verbally abusive. I was following the advice of my attorney and keeping myself safe.
No reason to feel guilty, do what you need to do to take care of yourself! I'm sorry that this is a hard time for you, but it will get so much better when you are not with him anymore!