stroke

noun 16 senses

(sports) the act of swinging or striking at a ball with a club or racket or bat or cue or hand

Qwen3 8B
DeepSeek V3
Mistral 7B

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

1 Your word measured

“it took two strokes to get out of the bunker”

noun 16 senses 15 synonyms

Definitions come from WordNet, a hand-curated dictionary.

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

shot0.09 throw0.08 accident0.07 slash0.05 diagonal0.01 cam stroke apoplexy cerebrovascular accident CVA stroking fortuity chance event solidus virgule separatrix

Shade shows how close the model puts each word to stroke. 5 of 15 dictionary synonyms are in this build; the rest have no vector to compare yet.

Dictionary synonyms measured

shot0.15 accident0.11 throw0.10 slash0.10 diagonal0.01 cam stroke apoplexy cerebrovascular accident CVA stroking fortuity chance event solidus virgule separatrix

Shade shows how close the model puts each word to stroke. 5 of 15 dictionary synonyms are in this build; the rest have no vector to compare yet.

Dictionary synonyms measured

shot0.12 accident0.09 throw0.08 slash0.06 diagonal0.05 cam stroke apoplexy cerebrovascular accident CVA stroking fortuity chance event solidus virgule separatrix

Shade shows how close the model puts each word to stroke. 5 of 15 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 stroke. 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 stroke. 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 stroke. That gap is the model’s own learned association.

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