This study embarks on an exploration of the intricate world of Nvshu Yuan, an esteemed cultural gem deeply rooted in Chinese heritage. Within the elaborate strokes of this ancient script lies a concealed realm of emotional expressions, painstakingly crafted by female calligraphers. Nvshu, often referred to as "women's script," transcends the boundaries of mere linguistic significance, serving as a powerful conduit for women's aspirations of equality, independence, and self-esteem. While prior research has diligently scrutinized its linguistic and historical dimensions, this review directs its focus towards the concealed emotional dimensions ingeniously interwoven into its artistic representation. The systematic literature review in this study follows a comprehensive methodology, drawing inspiration from a rich tapestry of studies and scholarly contributions. This study aim to unravel the diverse creative styles and techniques employed by these adept female calligraphers to convey emotions, and in doing so, this study endeavours to establish thought-provoking parallels between the emotional resonances encapsulated within Nvshu and those found within the realm of traditional Chinese textual expressions. Beyond the realm of academia, the implications of our findings ripple into diverse facets of society. We explore the potential influence of Nvshu's emotional expressions on commercial practices, cultural heritage preservation, and the profound insights it offers within the context of feminist studies. This review aspires to illuminate the multifaceted dimensions of Nvshu Yuan's emotional expressions, enriching our understanding of women's profound cultural contributions and the enduring legacy they have bequeathed—a legacy resonating with emotions, aspirations, and enduring strength.