Husband depressed

My husband lost his job yesterday. He's kind of happy because it was so much stress and it really started to put a strain on our relationship, but at the same time it was great money! Catch 22.... He is so bummed out because he was doing so well and losing his job came completely out of left field. I've been crying for two days straight trying to figure out how we recover from this. I've got the worst anxiety over how we are going to support ourselves. I have a job but it does not pay nearly what his did. I feel selfish for being so upset because it's not making him feel any better..... but we have two kids and we were actively trying so I have no idea if I'm pregnant right now! Ugh! This guy is my whole world. I need to be strong for him!