'to' after 'need' in 'what you need to know'

What this neuron does

This neuron lights up on the word 'to' in phrases like 'everything you need to know' or 'what you need to get started'. It goes quiet, and slightly negative, on 'do' or 'with' in 'what does this have to do with'. Turning it up didn't produce a clear theme in the sample text.

Written by Claude from this neuron's activations and steering outputs. Confidence: medium. Think it is wrong? Flag it (opens a prefilled issue on GitHub).

Fires most on

The text windows where this neuron's activation was highest. Amber marks positive activation; the outlined token is the peak. Hover a token for its strength.

1. #1 peak

   the complexity of the case and what needs to be achieved in the movement of the patient's teeth. A palatal expander

2. #2 peak

   setting. This repair method⏎The above information equips you with everything you need to know about FCAW as a new welder. The techniques and advantages and

3. #3 peak

   if done correctly, but there are a few things you need to know before starting. Keep reading to learn more about how long composting takes and what you need to get started!⏎How Long Does It Take To Break Compost Down?⏎This is

4. #4 peak

   . They support teachers by providing a map of progression from Graduate through Proficient and Highly Accomplished to Lead teacher. They help teachers work out what they need to learn in order to become the kinds

5. #5 peak

   right ratio to get perfect composting results. Compostable materials are divided into browns and greens and must be added carefully. This article discusses everything you need to know about composting ratio and how it affects the process.⏎Carbon to Nitrogen

6. #6 peak

   What would need to happen? What would I need to have?”⏎For many people, the answer lies in having what someone else has

Steering

Push this neuron up or down while the model writes, and watch what changes. The outputs were generated ahead of time, so nothing runs in your browser.

Most negative on

Where the activation went furthest below zero. Blue marks negative activation. Many neurons mean something different in each direction.

1. #1 peak

   to produce structures that are more efficient to run, cutting ongoing costs and minimizing the carbon footprint.⏎What does this have to do with BrightBuilt Barn?⏎Well, it turns out that the Barn was also designed

2. #2 peak

   does. Methane gas (CH4) traps about 34 times more heat within the earth’s atmosphere.⏎So what does worm manure have to do with dog waste?⏎Well, dog waste is not just full of bacteria that causes disease

3. #3 peak

   components of the Pie Model in the Ruler vs. Pie Concept.⏎Webster defines Truth as Reality. But reality to whom? (What does this have to do with consumer research? We will get to that later.) We have often heard the

4. #4 peak

   Parkinson’s Australia Inc., 2014). Recognising these signs and symptoms can aid early diagnosis and slow disease progression.⏎What’s dopamine got to do with it?⏎Dopamine is often referenced as the chemical in our brain that

Which neurons in earlier layers feed this one, and which later ones it feeds. Amber links excite, blue links suppress; longer bars are stronger.

Activation histogram

How often this neuron fires at each strength. Almost always it does close to nothing (the tall bars in the middle); the snippets above are the rare moments it fired hard, amber for positive and blue for negative.

Logit lens

The words this neuron nudges the model toward (amber) or away from (blue) when it fires. A hint, not a label: many neurons work through later layers instead.