Without knowing a lot more about the context and what precisely you did, it’s impossible to comment about your negative experience.

> What is the rationale for liking rational functions?

They are cheap to evaluate, (relatively) easy to prove things about symbolically, and will efficiently approximate any reasonably smooth function.