Generalization, include or extend

In my book OCUP 2 Certification Guide, there is this following example about a use case generalization relationship:

Am I wrong that I do not see this as a generalization-relationship? A pay by cash does not feel like a "kind-of" pay overdue fine, but more like an extend or include? Would you see any objective arguments that would support the choice of the generalisation?