This story is one of 1,000 stories generated for the emotion stressed. 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 stressed stories, after denoising with neutral dialogue baselines, produces the stressed emotion vector -- a direction in the model's 5,376-dimensional representation space.
Tokens promoted/suppressed when the stressed vector is projected through the unembedding matrix.
😩 | 0.266 |
😫 | 0.256 |
😰 | 0.239 |
😖 | 0.237 |
😞 | 0.236 |
B | -0.200 |
happy | -0.197 |
enjoy | -0.176 |
enjoying | -0.172 |
bahagia | -0.169 |