Measured
| Panel | Source |
|---|---|
| Definition & senses | WordNet |
| Token split per model | the models' own tokenizers |
| Personality axes | real embedding matrices |
| Neighbours & surprises | real embedding matrices |
Extracted from Qwen3 8B, DeepSeek V3 and Mistral 7B, one embedding shard each, no GPU and no inference.