'to' in 'according to'

What this neuron does

This neuron lights up on the word 'to' when it comes right after 'according', as in 'according to the CDC'. When it was turned up, the model's writing did not visibly change, so the word pattern is the only clear signal.

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

   of Americans who have a history of cancer was 11.7 million in 2007, or nearly 4% of the population, according to new figures from the Centers for Disease Control and Prevention (CDC).⏎That's up

2. #2 peak

   you why…⏎Public health is awesome (and I’m not just saying that). Thanks to the achievements of public health, we live longer and healthier lives. According to the National Center for Health Statistics, “life expectancy at birth among U.S.

3. #3 peak

   . coli before it enters a newly protected stream. Estimated costs for installing disinfection equipment and operating it for the first year are about $95 million, according to department figures.⏎Without major improvements and more costs, though, disinfection could be

4. #4 peak

   about cybersecurity and how it affects your SMB:⏎Why do hackers target small businesses?⏎The size of your corporation doesn’t guarantee your safety against cybercriminals. According to Stephen Cobb, a senior security researcher at the antivirus company ESET, small businesses

5. #5 peak

   ). Those fires resulted in 155 deaths, 1,100 injuries and $176.1 million in direct property damage, according to NFPA.⏎In addition, NFPA reports that twice as many home candle fires

6. #6 peak

   to minimize symptoms.⏎Why are so many alcoholics skinny?⏎More likely, it results from interference with the body’s ability to derive energy from other foods. According to Lieber’s report, experiments in laboratory animals and in heavy drinkers found that alcohol

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

   after contracting influenza was pneumonia. However, those living in the sunnier communities had lower death rates after developing influenza than those living in the less sunny communities. Vitamin D helped in two ways: first by reducing the aggressive immune response that among other things

2. #2 peak

   and farm managers with a global perspective on a range of potential environmental effects and their relative intensity,” said Dr. Michael Rubino, director of NOAA’s Fisheries Office of Aquaculture. “It is a tool that can be used when evaluating proposed

3. #3 peak

   0 mg per day⏎1 to 3 years old: 700 mg per day⏎Your diet should also include adequate amounts of vitamin D. Vitamin D is essential for the body to absorb calcium. A lack of vitamin D inhibits

4. #4 peak

   in this SPM can be found in the glossary of the SRREN (Annex I).Conventions and methodologies for determining costs,

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.