I don’t know about its origin, but as far as I understand people using the phrase, I think they just mean the potential for someone to do good regardless of the circumstances or consequences.
Faith in the character of every human to do good and achieve things.
Not metaphysical.
If you don’t have faith in humanity, it means you are cynical and you expect humans to take advantage of situations and act selfishly.