normal

noun 5 senses

something regarded as a normative example

Story Show the data
English convención formule お定まり 习俗
Qwen3 8B
DeepSeek V3
Mistral 7B

Lexical record · WordNet measured

something regarded as a normative example
5
4
2

Representation snapshot

// qwen
dimension count = 4,096
vector norm = 1.0
mean activation = 0.00038
median activation = 0.00028
std. deviation = 0.01562

// greatest deviation from median
dimension = d3344
value = 0.05475
median = 0.00028
z-score = 3.4868σ
absolute deviation = 0.05447
// deepseek
dimension count = 7,168
vector norm = 1.0
mean activation = 0.00023
median activation = 0.00045
std. deviation = 0.01181

// greatest deviation from median
dimension = d774
value = -0.09041
median = 0.00045
z-score = -7.6938σ
absolute deviation = 0.09086
// mistral
dimension count = 4,096
vector norm = 1.0
mean activation = -4e-05
median activation = 0.0001
std. deviation = 0.01562

// greatest deviation from median
dimension = d732
value = 0.0652
median = 0.0001
z-score = 4.1665σ
absolute deviation = 0.0651

Semantic proximity · cosine similarity

TermCosineDistance
subnormal 0.2554 0.7446
abnormal 0.1755 0.8245
usual 0.1631 0.8369
regular 0.1444 0.8556
normally 0.1437 0.8563
natural 0.1375 0.8625
current 0.1350 0.8650
normalized 0.1311 0.8689
TermCosineDistance
supernormal 0.4178 0.5822
subnormal 0.3967 0.6033
standard 0.3932 0.6068
normally 0.3718 0.6282
usual 0.3542 0.6458
paranormal 0.3407 0.6593
regular 0.3223 0.6777
ordinary 0.3212 0.6788
TermCosineDistance
supernormal 0.3630 0.6370
subnormal 0.3614 0.6386
abnormal 0.3605 0.6395
abnormalities 0.3112 0.6888
usual 0.2773 0.7227
regular 0.2601 0.7399
ordinary 0.2535 0.7465
normally 0.2498 0.7502

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

Opposition candidates

TermCosinePolarity ΔScoreRelation
abnormal 0.1755 0.0155 0.10 weak opposition
paranormal 0.0722 0.0646 0.10 weak opposition
TermCosinePolarity ΔScoreRelation
abnormal 0.3136 0.0904 0.25 weak opposition
paranormal 0.3407 0.0713 0.24 weak opposition
TermCosinePolarity ΔScoreRelation
abnormal 0.3605 0.0422 0.22 weak opposition
paranormal 0.1557 0.0127 0.09 weak opposition

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 1 normal
Mistral 7B 1 normal
Qwen3 8B 1 normal

Sense inventory · WordNet measured

SynsetPOSDefinitionLemmas
convention.n.02 noun something regarded as a normative example convention, pattern, rule, formula
normal.a.01 adjective conforming with or constituting a norm or standard or level or type or social norm; not abnormal n/a
normal.a.02 adjective in accordance with scientific laws n/a
normal.a.03 adjective being approximately average or within certain limits in e.g. intelligence and development n/a
normal.s.01 adjective forming a right angle n/a