I remember when Janet Reno “took responsibility” for something or other. It had no practical implications, as if I took responsibility for World War II.
In the absence of an offer to step down the “I take full responsibility”trope is meaningless. Indeed it is less than meaningless since it is uttered for the sole purpose of stopping nagging questions.