Gerrard was distraught after sending his spot-kick the wrong side of Pepe Reina's right post to hand the Carling Cup to Liverpool following a nerve-jangling shootout.
Gerrard, 26, tweeted: "Sorry to everyone.
"I can't close my eyes without seeing that penalty.
"It's going to haunt me for the rest of my days. My head is mashed!"