The unity of the Godhead means that any depiction of the Cross that paints Jesus as the one who protects us from the Father profoundly misrepresents the character of God.
From Noel Due and Daniel Bush:
The cross is the point at which God exposed our delusions – our wanting to be judge – and announces his judgment on such sin. At the same time, he simultaneously took that same judgement upon himself in Christ. In other words, Jesus doesn’t block the Father’s wrath due to us, but bears it for us in order to bring the Father’s love. In this specific sense the cross isn’t only Christ’s, it’s also the Father’s. It’s the event in which his heart for us is most thoroughly seen: “For God so loved the world, that he gave his only Son. … For God did not send his Son into the world to condemn the world, but in order that the world might be saved through him” (John 3: 16,17). Jesus never sought to appease a distant and angry Father.
Embracing God As Father, Daniel Bush & Noel Due, Lexham Press, 2015, pg. 64