It's ok to feel like that, totally. And it's not easy to become your own boss, you have to learn how to manage yourself and that will take time. You also need to change your expectations for rewards: you are no longer working for salary, you are working for profit now, which means that you have a different feedback loop now. As soon as you get used to this new feedback loop, you will be more comfortable with you new role.