Java code declarations that use access modifiers (e.g., method, constructor, or field signatures in declaration lines).

negation words or discussions of negative aspects, absences, and missing information.

punctuation marks and special characters used for document formatting and structural separation.

Long hexadecimal-like GUIDs or long alphanumeric asset identifiers (serialization GUIDs) in file headers.

tokens representing numbers or numeric values.

sentences where the model talks about itself — explaining its capabilities, limits, memory/context/window/token constraints, or other self‑referential assistant disclaimers.

words related to resource management and capacity.

constructions expressing the act of examining or directing attention to something, especially the “look … at” pattern across tenses and phrasings.

mentions of annual or yearly rates, metrics, or recurring events and meetings.

mentions of freshness, typically describing food or newly obtained/just-made items.

adjectival references to nationalities, languages, or countries (demonyms/ethnonyms).

copyright notices and publication metadata in web content.

graphic, sensory depictions of liquids being expelled or spilled—especially messy bodily fluids and leakage scenes.

boilerplate metadata and headers, including post timestamps and filing info, RSS/feed notices, comment/ping status, and copyright/license notices.

instructions in technical or math text that direct the reader to compute or compare values (e.g., evaluate, calculate, determine which is greater, find a greatest common divisor)

phrases indicating an action or state spanning an extent, especially over a time period, quantity, or repeated occurrence.

intensified evaluative descriptors—adjectives/adverbs conveying strong degree or notable qualities like complexity, uniqueness, severity, or chaos.

special typographic spacing and formatting characters, especially nonstandard whitespace used in tables, lists, and metadata.

instructions or suggestions to check or verify something (including references to checking docs or conditions)

auxiliary and modal function words that signal passive voice, possibility/necessity, and connective structure in formal or technical prose.