The term "snarky" is often used to convey a tone of sharp, sarcastic wit and sometimes a veneer of underlying disdain. In literature, it can mark a character's sudden shift toward acerbic humor or cynicism, as seen when someone’s demeanor becomes noticeably pointed [1] or when a private conversation reveals a tendency for biting commentary [2]. It may also appear in descriptions of interactions where the comment is surprisingly light-hearted or unexpectedly self-deprecating, suggesting a character’s reluctance to fully engage in criticism [3]. In other scenes, being snarky reflects not only a humorous deflection but also a stubborn refusal to reciprocate social niceties [4], or even highlights a reemergence of caustic commentary during moments of tension [5], while it sometimes comes hand in hand with a penchant for self-published witty criticism [6].