How do delete a folder I created on my desktop?

[AC Question]

Using galaxy note 10.1, 2012 version. I created a folder that is displayed with my apps. I can select it and drag it to the trash can. It disappeared but shows up with desktop in full view. How can I delete this folder. It is empty and has never had anything loaded into it.