Wow! Indication of surprise, good or bad. Used to show surprise and often some fear or anger.
"Good grief," Joe cried out loud. "Is this all you will pay me for my hard work?"
Mother was angry and said to Mary, "Good grief! Haven't you started the dishes yet?"
What a figure Melanie has, good grief! I wonder if she would be willing to go out with me.