descriptions of competency-based education and mastery-oriented progress in learning (advancement based on demonstrated competencies rather than time).

interrogative, quiz-style questions—especially sentences with question formatting, wh-words, and simple fact or math queries.

The neuron fires strongly on numeric tokens—digits, numbers (including years), and related symbols (like “=”)—i.e. it’s looking for numerals/math expressions.

This neuron detects mentions of mathematical operators and related numeric-constraint terms in quiz instructions.

The neuron detects mentions of clinical symptoms and symptom-describing phrases in medical text, especially respiratory symptoms and related clinical descriptors.

This neuron identifies mentions of pulmonary symptoms—especially dyspnea and different types of cough.

The neuron detects informative, content-heavy words (longer nouns/verbs and section-heading tokens) — i.e., key informational terms in instructional or explanatory text.

The neuron strongly activates on the names of software products, platforms, frameworks, or technical components (e.g. “WhatsApp,” “Android,” “.NET,” “MVVM/WPF,” etc.).

It detects self-referential statements where the model talks about itself (first-person identity, creation, capabilities, or "my"/"I" statements).

The neuron detects emphatic or evaluative modifier words—strong adjectives and adverbs like “very,” “important,” “positive,” “negative,” etc.

structured, list-style formatting—especially numbered items with bolded headings, product/brand names, acronyms, and section dividers.

This neuron activates on copular or auxiliary “to be” verbs (is/are/will be/etc.), flagging statements that define or assert something.

tokens containing the letter “Z” (upper- or lowercase), especially when it appears at the start of names or terms.

The neuron fires strongly on genre labels—especially darker ones—such as “Horror,” “Mystery,” “dark,” or “scary.”

statements and headings that frame structured analysis or troubleshooting, signaling problem identification, core issues, challenges, breakdowns, and considerations.

Sections that present a problem-analysis and solution/troubleshooting advice (headings like “The Core Problem,” reasons, and what to do).

This neuron spots words and phrases that introduce or label problems—like “issue,” “breakdown,” “core problem,” or other signals that a difficulty is being explained.

strongly negative, complaint-style review language indicating dissatisfaction with a product, service, or experience.

first-person, autobiographical statements expressing personal experience, thoughts, or preferences within informal explanations or advice.

critical evaluations of media that call out contrivance or unrealistic, overly neat/predictable elements, often marked by intensifiers and evaluative qualifiers.