"with" after a group noun

What this neuron does

The neuron fires on the word "with" when it follows a group of people or things, as in "countries with" or "people with". It goes strongly negative on "with" in phrases like "with confidence" or "with permission". Turning it up gave mixed, unrelated 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

   . From Flint Michigan and California in the United States of America to Chennai, India and Cape Town, South Africa, 12 out of 17 countries with the highest water stress are in the Middle East and North Africa.⏎Flooding,

2. #2 peak

   2002 and 11.7 percent since 1997, the analysis shows.⏎Texas tops the list of the 10 states with the biggest one-year increases in CO2 emissions, with Georgia, Arizona, California

3. #3 peak

   need to plant 6,631,898 trees in order to offset trips for less than 1 mile per year.⏎(Of course for anyone with mobility issues, these car journeys are necessary; therefore, the analysis accounted for the

4. #4 peak

   everything run more efficiently is an amazing adaptation. And for many people in the modern world this is still a lifesaving mechanism. But for the people in the world with easy access to Coca-Cola and McDonald’s its making it harder to stay at a

5. #5 peak

   slightly higher in men, because they tend to spend more time in the sun and use less sun protection than women do. African-Americans, Hispanics, Asians and others with darker skin are not as susceptible as Caucasians (Skin Cancer and Skin of Color

6. #6 peak

   for the following reasons:⏎- African Americans still reside mainly in separate and unequal communities. In 2010, in the 100 metropolitan areas with the largest African American populations, 62.5 percent of blacks would have

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

   ’s book appeared, many other anthropologists have declared their acceptance of the theory, so that to-day we may assert with confidence that the black man is black because of the excessive sunlight of his environment,

2. #2 peak

   , without safety screening⏎Reproduced with permission from Fluechtling.net⏎- Millions of refugees guaranteed German standard of

3. #3 peak

   the biggest enemies of our health unless they are eaten very sparingly.⏎Nutrition-health relationships have been established for decades as highly related so that today we can say with certainty that eating habits and life are critical to promoting health and by contrast, are

4. #4 peak

   herdsmen began storing milk and discovered (probably by accident) that fermented milk was safe to consume.⏎With such an extensive backstory, it’s impossible to know with certainty who invented yogurt. One thing is for sure: the history of yogurt and

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.