You're right. Everyone is most probably exaggerating. It's not as much scary as I expected it to be. Using weird loud noises doesn't make something scary.
If it's not scary for you, then it isn't scary for you. If it's scary to anyone else, it's scary for anyone else. That's the bottom line, brother.