invoked

verb 3 senses

summon into action or bring into existence, often as if by magic

Qwen3 8B
DeepSeek V3
Mistral 7B

Panels 3, 4 and 5 are computed per model. Switch to see them disagree.

1 Your word measured

“raise the specter of unemployment”

verb 3 senses 12 synonyms

Definitions come from WordNet, a hand-curated dictionary.

2 To an AI, it's pieces measured
DeepSeek V3 invoked 1 token
Mistral 7B invoked 1 token
Qwen3 8B invoked 1 token

This is the tokenizer splitting text, not the model understanding it.

3 Synonyms, antonyms, and the AI measured
Qwen3 8B
DeepSeek V3
Mistral 7B

Dictionary synonyms measured

invoke0.18 raise0.05 appeal0.05 stir0.03 conjure conjure up evoke call down arouse bring up put forward call forth

Shade shows how close the model puts each word to invoked, 1 of 8 also appear in the dictionary. 4 of 12 dictionary synonyms are in this build; the rest have no vector to compare yet.

Dictionary synonyms measured

invoke0.51 raise0.07 appeal0.06 stir0.05 conjure conjure up evoke call down arouse bring up put forward call forth

Shade shows how close the model puts each word to invoked, 1 of 8 also appear in the dictionary. 4 of 12 dictionary synonyms are in this build; the rest have no vector to compare yet.

Dictionary synonyms measured

invoke0.51 appeal0.09 raise0.06 stir0.05 conjure conjure up evoke call down arouse bring up put forward call forth

Shade shows how close the model puts each word to invoked, 1 of 8 also appear in the dictionary. 4 of 12 dictionary synonyms are in this build; the rest have no vector to compare yet.

Model neighbours are distributional, not dictionary synonyms. Two words can be close because they appear in similar sentences, which is why an antonym can outscore a synonym here.

4 Its personality measured
Qwen3 8B
DeepSeek V3
Mistral 7B
rare common
concrete abstract
casual formal
everyday technical
negative positive
mild intense
powerless powerful
small big
rare common
concrete abstract
casual formal
everyday technical
negative positive
mild intense
powerless powerful
small big
rare common
concrete abstract
casual formal
everyday technical
negative positive
mild intense
powerless powerful
small big

Scores are projections onto axes we defined from anchor words, not labels the model assigns.

5 Surprising neighbours measured
Qwen3 8B
DeepSeek V3
Mistral 7B

These sit just outside the closest neighbours in panel 3, and no dictionary lists any of them as related to invoked. That gap is the model’s own learned association.

These sit just outside the closest neighbours in panel 3, and no dictionary lists any of them as related to invoked. That gap is the model’s own learned association.

These sit just outside the closest neighbours in panel 3, and no dictionary lists any of them as related to invoked. That gap is the model’s own learned association.

These are statistical associations in the training data, not the model thinking.