To remove access to the people that purchased your membership here's what you need to do.
There are a few places to do this.
1. From the left-hand side menu select Membership / Blog
2. Click on Subscribers to see a list of all your membership subscribers
3. Click on Remove Access on the users you would like to lockout of the membership area
BONUS - you can also remove access from user profile pages.