How AI reads supernormal

Qwen3 8B

DeepSeek V3

Mistral 7B

Lexical record · WordNet measured

beyond the range of the normal or scientifically explainable

Senses2

Synonyms1

Antonyms0

Representation snapshot

// qwen
dimension count = 4,096
vector norm = 1.0
mean activation = 0.00018
median activation = 0.00042
std. deviation = 0.01562

// greatest deviation from median
dimension = d354
value = -0.05844
median = 0.00042
z-score = -3.7676σ
absolute deviation = 0.05886

// deepseek
dimension count = 7,168
vector norm = 1.0
mean activation = 0.00018
median activation = 2e-05
std. deviation = 0.01181

// greatest deviation from median
dimension = d1741
value = -0.10017
median = 2e-05
z-score = -8.4836σ
absolute deviation = 0.10019

// mistral
dimension count = 4,096
vector norm = 1.0
mean activation = 0.00024
median activation = n/a
std. deviation = 0.01562

// greatest deviation from median
dimension = d2702
value = 0.07075
median = n/a
z-score = 4.5282σ
absolute deviation = 0.07074

Semantic proximity · cosine similarity

Term	Cosine	Distance
supernatant	0.3872	0.6128
supernatural	0.1370	0.8630
superconductivity	0.1271	0.8729
paranormal	0.1261	0.8739
supersymmetry	0.1247	0.8753
basophilic	0.1207	0.8793
neutralization	0.1205	0.8795
endothelial	0.1151	0.8849

Term	Cosine	Distance
super	0.7508	0.2492
superman	0.6625	0.3375
subnormal	0.6488	0.3512
superorder	0.6402	0.3598
superclass	0.5992	0.4008
superfamily	0.5962	0.4038
superoxide	0.5861	0.4139
superannuation	0.5362	0.4638

Term	Cosine	Distance
super	0.7118	0.2882
subnormal	0.6128	0.3872
superb	0.6004	0.3996
superman	0.5940	0.4060
abnormal	0.5790	0.4210
supernatural	0.5756	0.4244
superclass	0.5695	0.4305
superorder	0.5692	0.4308

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

Opposition candidates

Term	Cosine	Polarity Δ	Score	Relation
WordNet lists no antonyms for this word.

Term	Cosine	Polarity Δ	Score	Relation
WordNet lists no antonyms for this word.

Term	Cosine	Polarity Δ	Score	Relation
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

Model	Tokens	Pieces
DeepSeek V3	2	super · normal
Mistral 7B	2	super · normal
Qwen3 8B	2	supern · ormal

Sense inventory · WordNet measured

Synset	POS	Definition	Lemmas
supernormal.s.01	adjective	beyond the range of the normal or scientifically explainable	supranormal
supernormal.s.02	adjective	exceeding the normal or average	n/a