Hide one’s face
Here’s what it means
Someone withdrew favor, help, attention, or fellowship.
Why the Bible says it this way
An idiom is a familiar phrase whose meaning comes from the whole expression, not from reading each word by itself.
A helpful detail: When used of God, it means He withholds the experience of His favor or help; it does not mean God lacks knowledge.