the self confidence of stepping up and leading the class is what’s holding me back

You get used to it, especially after a few times of going through and refining your material. Once you have a clearer vision of the outcome you want a class to have, it's a lot easier to figure out how you can guide groups of students to that point, even if the group dynamics change from year to year.