I disagree. Fear is one of the two major forces at work in a startup (the other is faith).
There are legitimate fears--these are the risks. Fear that you'll run out of money. Fear that you've picked the wrong people to work with. Fear that you'll be beat to market. If you don't have some measure of fear, you're ignoring risks, which makes your failure that much more likely.