persistent

adjective 4 senses

never-ceasing

Story Show the data
English persistente hantise 持続的 持续地保存的
Qwen3 8B
DeepSeek V3
Mistral 7B

Lexical record · WordNet measured

never-ceasing
4
9
1

Representation snapshot

// qwen
dimension count = 4,096
vector norm = 1.0
mean activation = -0.00012
median activation = 0.00016
std. deviation = 0.01562

// greatest deviation from median
dimension = d590
value = -0.05782
median = 0.00016
z-score = -3.7109σ
absolute deviation = 0.05798
// deepseek
dimension count = 7,168
vector norm = 1.0
mean activation = -3e-05
median activation = -2e-05
std. deviation = 0.01181

// greatest deviation from median
dimension = d3891
value = -0.05052
median = -2e-05
z-score = -4.276σ
absolute deviation = 0.05051
// mistral
dimension count = 4,096
vector norm = 1.0
mean activation = -0.00025
median activation = -0.00041
std. deviation = 0.01562

// greatest deviation from median
dimension = d2602
value = 0.06297
median = -0.00041
z-score = 4.0563σ
absolute deviation = 0.06337

Semantic proximity · cosine similarity

TermCosineDistance
persistence 0.1379 0.8621
pervasive 0.1271 0.8729
prevalent 0.1184 0.8816
concurrent 0.1180 0.8820
persist 0.1149 0.8851
latent 0.1094 0.8906
secure 0.1093 0.8907
consistent 0.1089 0.8911
TermCosineDistance
persistence 0.3733 0.6267
persist 0.3344 0.6656
consistent 0.3041 0.6959
pervasive 0.2538 0.7462
recurrent 0.2377 0.7623
permanent 0.2363 0.7637
stubborn 0.2322 0.7678
constant 0.2199 0.7801
TermCosineDistance
consistent 0.2511 0.7489
persistence 0.2453 0.7547
inconsistent 0.2327 0.7673
persist 0.1847 0.8153
consistently 0.1808 0.8192
sustained 0.1677 0.8323
frequent 0.1661 0.8339
continuous 0.1596 0.8404

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

Opposition candidates

TermCosinePolarity ΔScoreRelation
caducous no vector in this build, so it cannot be ranked
TermCosinePolarity ΔScoreRelation
caducous no vector in this build, so it cannot be ranked
TermCosinePolarity ΔScoreRelation
caducous 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
DeepSeek V3 1 persistent
Mistral 7B 1 persistent
Qwen3 8B 1 persistent

Sense inventory · WordNet measured

SynsetPOSDefinitionLemmas
persistent.s.01 adjective never-ceasing relentless, unrelenting
haunting.s.01 adjective continually recurring to the mind; ; - Claudia Cassidy haunting
persistent.a.03 adjective retained; not shed lasting
dogged.s.01 adjective stubbornly unyielding; ; ; ; - T.S.Eliot dogged, dour, pertinacious, tenacious, unyielding