action verbs and following words"},- **MAX_ACTIVATING_TOKENS**: implemented, used, be, begin, attempted, why, initiated, style, publish, tries, ate, development- **TOKENS_AFTER_MAX_ACTIVATING_TOKEN**: this, ', using, pulling, to, we, on, and, Nigerian, to, ,, of- **TOP_POSITIVE_LOGITS**: Kilder, ICONTAINER, tallas, Erreferentziak, utafitiHapana, pratiques, Erscheinung, diário, cortinas, jeito- **TOP_ACTIVATING_TEXTS**: - "...implemented this AML Policy..." - "...I used 'we' language..." - "...begin pulling your positions..." - "...They attempted to modernise..." - "...research is to attempt to define..." - "...Work has been initiated on..." - "...leadership style and how s/he organizes..." - "...us to publish Nigerian women’s take..." - "...it tries to accomplish in large part..." - "...I ate, slept, and breathe..." - "...motivated the development of doubly robust..."The `MAX_ACTIVATING_TOKENS` are verbs, often indicating the start/completion of an action or a process. The `TOKENS_AFTER_MAX_ACTIVATING_TOKEN` list shows diverse following words, but the `TOP_ACTIVATING_TEXTS` examples show a pattern where these verbs are followed by prepositions ('this', 'to', 'on', 'of', 'and'), indicating what the action applies to or is connected with. The `TOP_POSITIVE_LOGITS` are international words related to categories, references, or concepts, suggesting the neuron might be activating in contexts where specific actions are described in relation to broader categories or topics found in diverse texts.Considering the verbs themselves (implemented, used, begin, attempted, initiated, publish, tries, ate, development) and their common follow-ups ('this', 'to', 'on', 'and', 'of'), the neuron seems to capture descriptions of actions, processes, or states *initiating* or *continuing* in various contexts. The foreign words in TOP_POSITIVE_LOGITS might indicate the neuron is general enough to activate across different languages or domain-specific texts that use such categorizations.A good concise explanation would capture the essence of 'action' and 'context/continuation'.Checking the common pattern:- implemented **this**- used **'we'** (pronoun follows)- begin **pulling** (gerund follows)- attempted **to**- attempt **to**- initiated **on**- style (noun, followed by 'and')- publish **Nigerian** (proper noun follows)- tries **to**- ate **,** (punctuation follows)- development **of**There's a mix of what follows. However, the `MAX_ACTIVATING_TOKENS` themselves are the strongest signal. They are verbs that signify undertaking an action, a process, or a state of being/progress.Let's re-examine the examples:- implemented this AML Policy -> action + object- used 'we' language -> action + object- begin pulling -> action + gerund- attempted to modernise -> action + infinitive- attempt to define -> action + infinitive- initiated on -> action + preposition- leadership style -> noun, but 'style' is in MAX_ACTIVATING_TOKENS. The context is about leadership style.- publish Nigerian women’s take -> action + modifier + object- tries to accomplish -> action + infinitive- ate, slept -> verb + verb- development of -> noun + prepositionThe verbs in MAX_ACTIVATING_TOKENS point towards *acts of doing*, *processes*, or *starting/completing*. The TOP_POSITIVE_LOGITS are diverse, but many relate to categorization or metadata ('references', 'practices', 'appearance', 'sources'). This suggests the neuron might be looking for how actions are categorized or described in different contexts.If we focus on the verbs themselves and how they are used:- implemented- used- begin- attempted- initiated- publish- tries- ate- developmentThese are all verbs describing actions or states that are being *performed* or *undergone*. The context in TOP_ACTIVATING_TEXTS often describes *how* something is done, *what* is done, or *why* it is done.Consider the foreign words: Kilder (Sources), Erreferentziak (References), pratiques (practices), diário (daily). These often relate to descriptions, reports, or ongoing activities.Let's try to find a pattern that encompasses these verbs and their typical context."uses verbs about undertaking actions" - too long."verbs about performing actions" - okay."actions and their context" - a bit abstract.What if it's about *how things function* or *how they are being done*? 'Style', 'development', 'implemented', 'used', 'initiated', 'began' all point to this.Let's look at the combination of a verb and its immediate aftermath. While not uniform, the verbs often lead into a noun phrase, an infinitive phrase, or a prepositional phrase specifying the action."verbs indicating process or implementation" might be good."actions being performed" is also fitting."descriptions of actions"Let's look at the TOP_POSITIVE_LOGITS again. `pratiques` (practices), `jeito` (way/manner), `Erscheinung` (appearance). These relate to how things are done or appear.Combined with `implemented`, `used`, `inititated`, `developed`, `attempted`, `tries`, `publish`, `began` - it's about how things are *done*, *started*, or *made*."descriptors of actions and processes
