Looks like there's four difficulty levels:
Give me a Story
Give me a Balanced Experience
Give me a Challenge
Give me God of War
You can switch between them at any time, except if you pick the last one which you're stuck with so git gud.
Also there's an Immersion Mode which lets you turn off most of the HUD. Pretty sure I'll have that mode on 24/7.