This story is one of 1,000 stories generated for the emotion dependent. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.
The mean activation across all 1,000 dependent stories, after denoising with neutral dialogue baselines, produces the dependent emotion vector -- a direction in the model's 5,376-dimensional representation space.
Tokens promoted/suppressed when the dependent vector is projected through the unembedding matrix.
de | 0.489 |
缺乏 | 0.395 |
even | 0.310 |
either | 0.301 |
' | 0.297 |
笑道 | -0.309 |
不久 | -0.293 |
一脸 | -0.263 |
затем | -0.263 |
庆祝 | -0.258 |