Abstract This study delves into how the Chinese intellectual community of the early 20th century interpreted scientific ideas, specifically the “theory of evolution” and “theory of relativity.” The conservative publication, The Eastern Miscellany, underwent a transformation during the May Fourth Movement, embracing concepts like “Mutual aid: A factor of evolution” and the theory of relativity in the 1920s. Editors and writers used these scientific concepts to counter radical intellectuals, reshaping cultural and ideological perspectives in journal texts. This reinterpretation aimed to not only adopt modern values but also challenge the dogmatism of scientific discourses in China’s political and cultural context. Scholars associated the mutual help hypothesis with evolutionary studies, aligning it with cultural diversity and opposing centralized political structures. The relativistic theory, connected to anarchism and coexistence within civilization, offered an alternative discourse to radicalism, rejecting a singular modern value system. Their goal was to establish a discourse community reflecting their rationality and principles while restoring traditional values in Eastern civilization. This paper considers this as evidence of how they struggled to maintain conservative legitimacy during the political system’s modern transition and aims to elucidate it through textual analysis of contemporary magazines. Furthermore, the paper aims to remind us once again of the dangers of scientism, which are often overlooked when compared to the absolute nature of science that is still recognized today.