Blood on the hands / hands full of blood
Here’s what it means
A person bore guilt for violence, murder, or the death of others.
Why the Bible says it this way
The writer names one closely related thing to stand for the person, action, or larger idea.
A helpful detail: Hands stand for culpable actions, even when the killing was ordered or enabled rather than done personally.