I'm going to leave work
Why are you leaving work?
I'm getting blamed for other people's mistakes
You shouldn't just ditch work. You should go to your job and do what you are told.
Everyone is depressed and I don't want to be around them.
If you are unhappy, you should quit your job formally. You can't just not show up.