Guilt is presented as an intense fear of knowing yourself and facing what you have done. After killing Duncan, he claims,
"To know my deed, 'twere best not know my self," (2.2).
The perception of himself as an honourable hero has died along with Duncan.
He would rather be unconscious or forget who he is than look at what he's done.