Yea it's called 'loss aversion' and its incredible well studied. Humans vastly prefer to avoid losses than make equivalent gains.

Give someone $10 on the street and then tell them they can either keep the $10 or flip a coin. If its heads they get another $10, if its tails they lose the first $10. Almost every human keeps the $10 even though both decisions are equally economically valuable.