'of' in 'sort of' hedges
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. 0 of Qwen3-0.6B. Its strongest snippets are very consistent: they mostly 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 responds to the word 'of' in phrases like 'a sort of' or 'some sort of', where it introduces a loose, hedged kind of thing. Its strongest negative responses come on 'of' after verbs or nouns like 'warns of' or 'mood of'. Steering pushed the model into repetitive text rather than hedged phrases.
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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the tree convert the wood into a sort of humus as they eat their way through the tree, creating debris that is soft
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and a few other tribes living in the plains of Assam unsuccessfully sought a separate Union Territory, a sort of state directly governed by federal government. In 1987, the B
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old school student with a⏎strong interest in mathematics.⏎This article gives an introduction to mathematical induction, a powerful method of mathematical proof.⏎An introduction to the sort of algebra studied at university, focussing on groups.⏎An introduction to some beautiful
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treat those caused by<|endoftext|>Anorexia may be a disorder more of the metabolism than the mind, according to a new paper that argues the disease is a sort of cousin of diabetes.⏎But this theory of anorexia as a fundamentally biological disorder
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back to society. . . .⏎Communitarianism cannot be classified as being left or right, and many claim to represent a sort of radical middle. Liberals in the American sense or social democrats in the European sense
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manner."⏎Every time I've seen some sort of backup / recovery plan fail, it's usually a valid fail - ure, meaning
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: of the of the of the of the of the of the of the of the of the of the of the of the of the of the of the of the of the of the of the of the of the of the of the of the
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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four decades of newspaper opprobrium commenced. Over the years it has been blamed for poor mental health and numerous suicides and accidental deaths.⏎Today the government advice warns of the possibility of terrifying trips, vivid flashbacks and triggers for those susceptible to mental
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existence of the perverse or transgressive.⏎Paying particular attention to Stevenson’s descriptions of the city at night, discuss how Stevenson uses descriptive passages to evoke a mood of dread.⏎At various junctures in Dr. Jekyll and Mr. Hyde
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-access copy available on the SPIE Digital Library.<|endoftext|>Scientists at the University of Aberdeen are working to develop a system that could see smartphones used to warn epilepsy sufferers of the likelihood of a seizure before it happens.⏎Applied mathematicians from the University’s
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pretensions to a Syro-Palestinian hegemony.⏎Two more years of peace ensued, but in Ramses’ 11th year a new coalition of Libyan tribes infiltrated the western delta. Compelled to wage yet another war
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
None: this is the first layer.
Feeds later layers
- L1:341 excites
- L4:4 suppresses
- L6:357 suppresses
- L19:715 suppresses
- L17:317 suppresses 'of' after a noun phrase
- L16:1088 suppresses 'of' after a noun phrase, as in 'of course'
- L22:229 suppresses "of" after a noun in "X of Y"
- L17:385 suppresses
- L18:293 suppresses
- L26:148 weakly suppresses
- L16:2412 weakly suppresses
- L1:571 weakly excites
- L18:90 weakly suppresses
- L15:286 weakly suppresses
- L7:6 weakly suppresses
- L5:5 weakly suppresses digit after a label like paper or type
- L17:1507 weakly suppresses
- L18:93 weakly suppresses
- L1:105 weakly excites
- L1:1752 weakly excites
- L26:310 weakly suppresses
- L17:1835 weakly suppresses
- L27:2058 weakly excites
- L27:2164 weakly excites
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
- ctors
- 开了
- чив
- 很想
- 很漂亮
- 锯
- 蒸
- ialis
- 因为它
- 没必要
Suppresses
- äter
- cram
- ath
- ars
- satisfaction
- upper
- growth
- conscience
- FetchType
- input