folds

noun 12 senses

an angular or rounded shape made by folding

Qwen3 8B
DeepSeek V3
Mistral 7B

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

1 Your word measured

“a fold in the napkin”

noun 12 senses 21 synonyms 2 antonyms

Definitions come from WordNet, a hand-curated dictionary.

2 To an AI, it's pieces measured
DeepSeek V3 folds 1 token
Mistral 7B f olds 2 tokens
Qwen3 8B folds 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

fold0.19 bend0.11 flock0.07 folding0.07 close0.05 congregation0.04 faithful0.02 crease plication flexure crimp plica sheepfold sheep pen sheepcote fold up turn up close up shut down close down pen up

Dictionary antonyms measured

open0.02 unfold

Shade shows how close the model puts each word to folds, 2 of 8 also appear in the dictionary. 7 of 21 dictionary synonyms are in this build; the rest have no vector to compare yet.

Dictionary synonyms measured

fold0.55 folding0.40 bend0.14 flock0.08 close0.07 faithful0.03 congregation0.02 crease plication flexure crimp plica sheepfold sheep pen sheepcote fold up turn up close up shut down close down pen up

Dictionary antonyms measured

open0.01 unfold

Shade shows how close the model puts each word to folds, 2 of 8 also appear in the dictionary. 7 of 21 dictionary synonyms are in this build; the rest have no vector to compare yet.

This model splits folds into 2 pieces, so it has no vector of its own here: this is the average of its fragments, and the results below are correspondingly rough.

Dictionary synonyms measured

folding0.22 fold0.21 flock0.15 bend0.07 close0.04 congregation0.03 faithful0.03 crease plication flexure crimp plica sheepfold sheep pen sheepcote fold up turn up close up shut down close down pen up

Dictionary antonyms measured

open0.06 unfold

open is the dictionary opposite of folds, yet this model puts it closer than 3 of the 7 synonyms it can score. Opposites share the sentences a word lives in, so cosine alone cannot tell them apart - which is why the dictionary seeds this list rather than the geometry.

Shade shows how close the model puts each word to folds. 7 of 21 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

This model splits folds into 2 pieces, so it has no vector of its own here: this is the average of its fragments, and the results below are correspondingly rough.

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 folds. 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 folds. That gap is the model’s own learned association.

This model splits folds into 2 pieces, so it has no vector of its own here: this is the average of its fragments, and the results below are correspondingly rough.

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

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