In literature, "derisively" is often used as a modifier that injects a note of scorn or contempt into dialogue, actions, and even descriptions. Authors deploy it to signal that a character’s words or gestures carry an undertone of ridicule or dismissive irony. For instance, one character’s proclamation cut through the air with an unmistakable mix of satire and self-interest [1], while another’s mocking laughter and incredulous remark highlight deeper interpersonal conflicts [2, 3]. In some narratives, the adverb not only qualifies vocal inflections but also underscores a character’s inner disdain, subtly shaping the reader’s perception of power dynamics and emotional tensions within the scene [4].