Displaying multilayerd table of contents in Jupyter book - jupyterbook

I am somewhat new to Jupyter book and stackoverflow, so forgive me if the question isn't up to par.
I am trying to include a within-page Table of Contents in my Jupyter book project. I am wondering how to make the diplyed table of contents show more then one level os subsections.
Here is what I am after, from the Jupyter book documentation.
In my project only the first level of subsections is displayed.
Has it something to do with the _toc.yml file?
Any help is greatly apriciated!

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cheers,
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