Most people who are afraid of success are like that because they already sense the responsibility that comes with being successful which they might not be able to successfully handle.
To move the members of your team past that stage, you need to lead by example. You need to encourage them. A simple reminder that since you can do, they too can do it, might just do the trick for you.