发生

verb 5 senses

come to pass

发生 is Chinese for happen, and every measurement below was made on that English word. Definitions come from English WordNet; Open Multilingual WordNet supplies the Chinese headword, not a Chinese definition.

Qwen3 8B
DeepSeek V3
Mistral 7B

Lexical record · WordNet measured

come to pass
5
16
2

Representation snapshot

// qwen
dimension count = 4,096
vector norm = 1.0
mean activation = -0.00039
median activation = -0.00047
std. deviation = 0.01562

// greatest deviation from median
dimension = d1096
value = -0.05818
median = -0.00047
z-score = -3.6948σ
absolute deviation = 0.05771
// deepseek
dimension count = 7,168
vector norm = 1.0
mean activation = -7e-05
median activation = -0.0002
std. deviation = 0.01181

// greatest deviation from median
dimension = d4860
value = -0.08836
median = -0.0002
z-score = -7.4647σ
absolute deviation = 0.08817
// mistral
dimension count = 4,096
vector norm = 1.0
mean activation = -3e-05
median activation = 0.00015
std. deviation = 0.01562

// greatest deviation from median
dimension = d1387
value = 0.05575
median = 0.00015
z-score = 3.5583σ
absolute deviation = 0.0556

Semantic proximity · cosine similarity

TermCosineDistance
happenings 0.7058 0.2942
happens 0.3167 0.6833
happened 0.2895 0.7105
happening 0.2197 0.7803
occur 0.1689 0.8311
seem 0.1351 0.8649
come 0.1212 0.8788
exist 0.1168 0.8832
TermCosineDistance
happenings 0.7929 0.2071
happens 0.6801 0.3199
happened 0.5955 0.4045
happening 0.4962 0.5038
occur 0.4422 0.5578
occurs 0.3394 0.6606
occurred 0.3016 0.6984
seem 0.2742 0.7258
TermCosineDistance
happenings 0.8167 0.1833
happens 0.4923 0.5077
happened 0.4471 0.5529
happening 0.3550 0.6450
occur 0.2886 0.7114
occurrence 0.2177 0.7823
occurs 0.2075 0.7925
occurrences 0.2021 0.7979

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

Opposition candidates

TermCosinePolarity ΔScoreRelation
dematerialize no vector in this build, so it cannot be ranked
dematerialise no vector in this build, so it cannot be ranked
TermCosinePolarity ΔScoreRelation
dematerialize no vector in this build, so it cannot be ranked
dematerialise no vector in this build, so it cannot be ranked
TermCosinePolarity ΔScoreRelation
dematerialize no vector in this build, so it cannot be ranked
dematerialise no vector in this build, so it cannot be ranked

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
Qwen3 8B 2 发 · 生
DeepSeek V3 1 发生
Mistral 7B 2 发 · 生

Sense inventory · WordNet measured

SynsetPOSDefinitionLemmas
happen.v.01 verb come to pass hap, go on, pass off, occur, pass, fall out, come about, take place
happen.v.02 verb happen, occur, or be the case in the course of events or by chance; ; (Santayana) befall, bechance
happen.v.03 verb chance to be or do something, without intention or causation n/a
happen.v.04 verb come into being; become reality materialize, materialise
find.v.01 verb come upon, as if by accident; meet with find, chance, bump, encounter