node

noun 8 senses

a connecting point at which several lines come together

Qwen3 8B
DeepSeek V3
Mistral 7B

Lexical record · WordNet measured

a connecting point at which several lines come together
8
7
1

Representation snapshot

// qwen
dimension count = 4,096
vector norm = 1.0
mean activation = 0.00027
median activation = 0.00025
std. deviation = 0.01562

// greatest deviation from median
dimension = d1540
value = -0.06083
median = 0.00025
z-score = -3.9095σ
absolute deviation = 0.06108
// deepseek
dimension count = 7,168
vector norm = 1.0
mean activation = 5e-05
median activation = 0.00011
std. deviation = 0.01181

// greatest deviation from median
dimension = d6456
value = 0.09112
median = 0.00011
z-score = 7.7053σ
absolute deviation = 0.09101
// mistral
dimension count = 4,096
vector norm = 1.0
mean activation = 0.00019
median activation = 0.00034
std. deviation = 0.01562

// greatest deviation from median
dimension = d3337
value = 0.06646
median = 0.00034
z-score = 4.2317σ
absolute deviation = 0.06612

Semantic proximity · cosine similarity

TermCosineDistance
nodes 0.2218 0.7782
vertex 0.1403 0.8597
geode 0.1381 0.8619
module 0.1347 0.8653
mode 0.1342 0.8658
suborder 0.1315 0.8685
portland 0.1314 0.8686
superorder 0.1311 0.8689
TermCosineDistance
nodes 0.5647 0.4353
cello 0.3629 0.6371
codeine 0.3399 0.6601
name 0.3378 0.6622
item 0.3305 0.6695
point 0.3266 0.6734
file 0.3262 0.6738
code 0.3243 0.6757
TermCosineDistance
nodes 0.5130 0.4870
vertex 0.2047 0.7953
nod 0.1699 0.8301
nodule 0.1678 0.8322
server 0.1651 0.8349
cell 0.1643 0.8357
module 0.1594 0.8406
mode 0.1593 0.8407

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

Opposition candidates

TermCosinePolarity ΔScoreRelation
antinode no vector in this build, so it cannot be ranked
TermCosinePolarity ΔScoreRelation
antinode no vector in this build, so it cannot be ranked
TermCosinePolarity ΔScoreRelation
antinode 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 node
Mistral 7B 1 node
Qwen3 8B 1 node

Sense inventory · WordNet measured

SynsetPOSDefinitionLemmas
node.n.01 noun a connecting point at which several lines come together n/a
node.n.02 noun any thickened enlargement knob, thickening
node.n.03 noun (botany) the small swelling that is the part of a plant stem from which one or more leaves emerge leaf node
node.n.04 noun (physics) the point of minimum displacement in a periodic system n/a
node.n.05 noun (astronomy) a point where an orbit crosses a plane n/a
lymph_node.n.01 noun the source of lymph and lymphocytes lymph node, lymph gland
node.n.07 noun any bulge or swelling of an anatomical structure or part n/a
node.n.08 noun (computer science) any computer that is hooked up to a computer network client, guest