gender and race in lists of identities
A neuronOne of thousands of tiny dials inside each layer. It reads the text so far and produces a number, its activation, that nudges what the model writes next. in layerOne step in the stack the text passes through. Qwen3-0.6B has 28 layers, each with 3,072 neurons. 11 of Qwen3-0.6B. Its strongest snippets are fairly consistent: several of them peak on the same token. It is featuredA neuron picked for the full treatment: steering outputs and a written explanation. About 3,000 of the 86,000 neurons are featured., so it has steering outputs.
What this neuron does
This neuron fires on the word that names a group of people, especially in lists like race, gender, religion or nationality. When it is turned up, the model's writing drifts away from the topic and does not stay on a clear theme.
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 activationThe number a neuron produces for a token. Large positive means it fired hard; negative means it pushed the other way. was highest. Amber marks positive activation; the outlined tokenA piece of text the model reads at once: often a word, sometimes part of a word or a punctuation mark. is the peak. Hover a token for its strength.
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minorities has a long and storied history. Organizations that strive for equality for all races, genders, and religions can trace their origins back to a small gathering in upstate New
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inherently entitled. It is essentially an acknowledgment that we should remember and understand the value of each human being, regardless of their nationality, color, race, sex, gender, country of origin, language, or otherwise.⏎As the world becomes more and
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.⏎- Excessive screen time is linked to lower grades in school, reading fewer books, exercising less, and being overweight.⏎- Violence, sexuality, race and gender stereotypes, drug and alcohol abuse are common themes of television, movie and video games
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experiences, rationality, other people, race, gender, socio-economic status, ethnicity, and religion?⏎- Are they conscious of themselves
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across race/ethnicity subgroups between and within states when life expectancy was examined by race/ethnicity
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on their race, ethnic background, citizenship status or national origin. This includes people of all races and ethnicities.⏎California law prohibits discrimination based on an individual’s gender, including transgender and non-binary individuals. Gender identity and gender expression are also protected
SteeringAdding a push along a neuron while the model writes, to see how its output changes. Turning it up or down.
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.
Here is something I have been thinking about lately: I have been given the opportunity to work on the research to be able to address the problems that are in the real world. For instance, I have been given the opportunity to study the different parts of the brain, such as the visual system
Most negative on
Where the activation went furthest below zero. Blue marks negative activation. Many neurons mean something different in each direction.
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,” the DG stated.⏎“The Delta strain is spreading like wildfire over the world, causing a new surge in cases and deaths.⏎“However, not everyone is suffering equally; we are
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without a usual source of medical care were less likely to be screened for tobacco use and receive advice to quit.⏎Members of several racial and ethnic minority populations bear a disproportionate share of the adverse health consequences of tobacco use. There is strong evidence that interventions
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. Kathleen Cravero, deputy executive director of UNAIDS, and Ambassador George Moose, former assistant secretary of state for African affairs, shed light on the disproportionate impact HIV/AIDS has had on women in developed and developing countries. The second briefing
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little to salvage for homeowners caught in harm's way.⏎Climate change will disproportionately affect California’s most disadvantaged and isolated communities, according to a recent report from the
Connections
Show on mapWhich neuronsOne of thousands of tiny dials inside each layer. It reads the text so far and produces a number, its activation, that nudges what the model writes next. in earlier layersOne step in the stack the text passes through. Qwen3-0.6B has 28 layers, each with 3,072 neurons. feed this one, and which later ones it feeds. Amber links excite, blue links suppress; longer bars are stronger.
Fed by earlier layers
- L10:1738 suppresses
- L7:1124 suppresses
- L10:2161 excites
- L7:2733 excites
- L10:2581 suppresses
- L6:1964 suppresses
- L9:896 weakly excites
- L8:3053 weakly excites
- L4:1038 weakly excites
- L10:1553 weakly excites
- L5:2903 weakly suppresses
- L1:2497 weakly excites
- L4:935 weakly suppresses
- L4:1181 weakly suppresses
- L6:596 weakly excites
- L6:831 weakly suppresses
- L10:345 weakly suppresses
- L6:13 weakly excites
- L9:2860 weakly suppresses
- L1:824 weakly excites
- L8:1494 weakly excites preposition right after a passive verb
- L5:1548 weakly excites
- L10:1938 weakly excites
- L9:2509 weakly excites
Feeds later layers
- L14:1963 suppresses
- L14:2967 suppresses
- L23:784 suppresses
- L13:20 suppresses
- L14:1706 suppresses
- L13:951 suppresses
- L17:1600 suppresses
- L12:1162 suppresses
- L15:1952 suppresses
- L20:2383 suppresses
- L14:779 suppresses 'than' in comparisons
- L17:680 suppresses
- L19:2295 suppresses
- L19:2922 suppresses
- L21:2915 suppresses
- L12:2502 weakly suppresses
- L14:3012 weakly suppresses
- L12:1744 weakly suppresses
- L17:2700 weakly suppresses
- L14:365 weakly suppresses
- L14:253 weakly excites
- L21:1607 weakly suppresses
- L17:2904 weakly suppresses
- L20:1765 weakly suppresses
Activation histogramA chart of how often a neuron takes each activation value.
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 lensReading which output tokens a neuron pushes toward or away from, straight off its output weights, before the later layers have their say.
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 layersOne step in the stack the text passes through. Qwen3-0.6B has 28 layers, each with 3,072 neurons. instead.
Promotes
- 小时前
- eme
- issa
- bildung
- comed
- Compose
- .Combine
- referee
- ague
- ompiler
Suppresses
- disproportionately
- uneven
- unequal
- respons
- asym
- privile
- /gtest
- icism
- 不公平
- disproportionate