I am the opposite, big cliffs scare me. Especially the ones that you can't really see the landing and are blind takeoffs.
You need to relax. And it takes a while to get comfortable in the air. You need to pop off the lip but don't jump like your trying to dunk a basketball or you will throw your balance off.