"I've Made a Huge Mistake" is an expression indicating that the speaker feels remorse for something that he or she has done. It is often associated with a reaction GIF featuring the character Gob from the television sitcom Arrested Development.
https://knowyourmeme.com/memes/ive-made-a-huge-mistake