Late fees in Zoho Books

I am looking for the way to set up late fees on invoices in Zoho Books. I did this in Zoho Invoice by using a drop-down box while editing an invoice but I don't see this option in Zoho Books. Nor do I see any options in invoice settings to set up late fees.

I have migrated all of my data from Zoho Invoice to my paid version of Zoho Books and absolutely love the double-entry accounting set up in Books. All of my set up went very smoothly except these late fees. I have some customers with late fees that have already accumulated and I need to keep track of them in Books. How can I do this?