In literature, "gurl" functions as a distinctive, informal term reflective of regional dialects and social registers. It often serves as a familiar or affectionate address, conveying warmth and intimacy, as when a speaker refers to a cherished figure or partner in a tender manner [1], [2]. At the same time, the word can also adopt a more casual or even tokenizing tone, hinting at social hierarchies or prejudices [3]. Its usage thus encapsulates both personal endearment and the nuances of cultural vernacular, grounding characters in a specific linguistic and social context [4].