The term "vilify" in literature is consistently employed to denote the act of speaking ill of someone—often unfairly or with malicious intent. For instance, Webster critiques British Masons who malign figures exposing hidden agendas [1], while Ukers uses the word to contrast the negative portrayal of coffee users against the product’s own merits [2, 3]. In works of drama and personal conflict, such as in Dumas’s narrative where a character laments, "you really vilify me!" [4], and Burke’s portrayal of character defamation [5], the term underscores emotional betrayal and misrepresentation. Additionally, writers like Washington Irving [6] and Emerson [7] reflect on vilification as both a simplifying tactic in social criticism and as an intellectual vice, a view echoed by Shaw’s commentary on being misunderstood and maligned in discourse [8].