Fall on someone’s neck
Here’s what it means
A person embraced another with intense affection, relief, or grief.
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: The physical embrace is real and also communicates deep emotion.