You cannot commit empty folders in git. In case you want it to show up, you need to put something in it, even just an empty file.
For example, add an empty file called .gitkeep to the folder you want to keep, then in your .gitignore file write:
# exclude everything
# exception to the rule
Commit your .gitignore and .gitkeep files and this should resolve your issue.