schoolgirl

noun 1 sense

a girl attending school

Story Show the data
English colegiala écolier 女子生徒 中文
Qwen3 8B
DeepSeek V3
Mistral 7B

Lexical record · WordNet measured

a girl attending school
1
0
0

Representation snapshot

// qwen
dimension count = 4,096
vector norm = 1.0
mean activation = -0.00015
median activation = -0.00019
std. deviation = 0.01562

// greatest deviation from median
dimension = d3328
value = 0.06243
median = -0.00019
z-score = 4.0082σ
absolute deviation = 0.06262
// deepseek
dimension count = 7,168
vector norm = 1.0
mean activation = -0.00011
median activation = -8e-05
std. deviation = 0.01181

// greatest deviation from median
dimension = d5319
value = -0.10433
median = -8e-05
z-score = -8.827σ
absolute deviation = 0.10425
// mistral
dimension count = 4,096
vector norm = 1.0
mean activation = 6e-05
median activation = -7e-05
std. deviation = 0.01562

// greatest deviation from median
dimension = d2912
value = -0.07362
median = -7e-05
z-score = -4.7073σ
absolute deviation = 0.07355

Semantic proximity · cosine similarity

TermCosineDistance
school 0.7904 0.2096
schools 0.2322 0.7678
girl 0.1815 0.8185
boy 0.1606 0.8394
girls 0.1557 0.8443
playboy 0.1497 0.8503
yearbook 0.1394 0.8606
housewives 0.1377 0.8623
TermCosineDistance
school 0.6958 0.3042
girl 0.4422 0.5578
girlfriends 0.3745 0.6255
schools 0.3692 0.6308
girls 0.3414 0.6586
boy 0.3254 0.6746
group 0.2958 0.7042
childs 0.2919 0.7081
TermCosineDistance
school 0.6655 0.3345
schooling 0.5929 0.4071
schools 0.3282 0.6718
girl 0.3267 0.6733
girls 0.2842 0.7158
college 0.2456 0.7544
playboy 0.2440 0.7560
boy 0.2303 0.7697

Similarity is distributional, not a dictionary synonym label. High similarity can occur between antonyms because they occupy similar contextual environments.

Opposition candidates

TermCosinePolarity ΔScoreRelation
WordNet lists no antonyms for this word.
TermCosinePolarity ΔScoreRelation
WordNet lists no antonyms for this word.
TermCosinePolarity ΔScoreRelation
WordNet lists no antonyms for this word.

Seeds are WordNet antonyms, ranked by embedding geometry. Opposition is never inferred from cosine distance alone: antonyms sit close, not far.

Tokenization · per model measured

ModelTokensPieces
DeepSeek V3 2 school · girl
Mistral 7B 2 school · girl
Qwen3 8B 2 school · girl

Sense inventory · WordNet measured

SynsetPOSDefinitionLemmas
schoolgirl.n.01 noun a girl attending school n/a