input

noun 5 senses

signal going into an electronic system

Qwen3 8B
DeepSeek V3
Mistral 7B

Lexical record · WordNet measured

signal going into an electronic system
5
6
0

Representation snapshot

// qwen
dimension count = 4,096
vector norm = 1.0
mean activation = -0.00046
median activation = -0.00058
std. deviation = 0.01562

// greatest deviation from median
dimension = d3534
value = 0.06452
median = -0.00058
z-score = 4.1681σ
absolute deviation = 0.0651
// deepseek
dimension count = 7,168
vector norm = 1.0
mean activation = 0.00017
median activation = 0.00016
std. deviation = 0.01181

// greatest deviation from median
dimension = d1741
value = -0.11425
median = 0.00016
z-score = -9.6875σ
absolute deviation = 0.11441
// mistral
dimension count = 4,096
vector norm = 1.0
mean activation = -0.00017
median activation = n/a
std. deviation = 0.01562

// greatest deviation from median
dimension = d272
value = -0.05431
median = n/a
z-score = -3.4757σ
absolute deviation = 0.0543

Semantic proximity · cosine similarity

TermCosineDistance
output 0.2194 0.7806
inputs 0.2077 0.7923
average 0.1333 0.8667
mainframe 0.1278 0.8722
text 0.1274 0.8726
path 0.1262 0.8738
subversion 0.1256 0.8744
argument 0.1253 0.8747
TermCosineDistance
inputs 0.5592 0.4408
output 0.4877 0.5123
value 0.3483 0.6517
text 0.3356 0.6644
target 0.3291 0.6709
file 0.3243 0.6757
testis 0.3154 0.6846
source 0.3094 0.6906
TermCosineDistance
inputs 0.4547 0.5453
output 0.3349 0.6651
outputs 0.2018 0.7982
feedback 0.1924 0.8076
data 0.1729 0.8271
parameters 0.1562 0.8438
update 0.1546 0.8454
value 0.1504 0.8496

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

Opposition candidates

TermCosinePolarity ΔScoreRelation
WordNet lists no antonyms for this word.
TermCosinePolarity ΔScoreRelation
WordNet lists no antonyms for this word.
TermCosinePolarity ΔScoreRelation
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

ModelTokensPieces
DeepSeek V3 1 input
Mistral 7B 1 input
Qwen3 8B 1 input

Sense inventory · WordNet measured

SynsetPOSDefinitionLemmas
input_signal.n.01 noun signal going into an electronic system input signal
remark.n.01 noun a statement that expresses a personal opinion or belief or adds information remark, comment
stimulation.n.02 noun any stimulating information or event; acts to arouse action stimulation, stimulus, stimulant
input.n.04 noun a component of production; something that goes into the production of output n/a
input.v.01 verb enter (data or a program) into a computer n/a