In this essay, Russell G. Moses argues that Charles Sanders Peirce's article "Evolutionary Love" establishes a general normative framework for a logic of evolutionary, progressive imagination that can be used to elucidate an evolutionary continuity between the normative works of Jane Addams, John Dewey, and Alain Locke. This exercise contributes to an understanding of pragmatism as a philosophy that seizes insights from evolution in order to normatively reconstruct dynamic meanings of truth, reality, ethics, politics, and art. In a dynamic model of progressive evolution--one homologous to the Golden Rule of "love your neighbor"--we find a normative cosmology that animates the moral imagination of philosophy toward what Addams called "democracy and social ethics." Moses concludes that in the Peircean model, together with subsequent developments, we may ultimately apprehend that evolution suggests a general form of development that may be hypothesized as a worthy normative guide for universal progressive education.