This story is one of 1,000 stories generated for the emotion vulnerable. 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 vulnerable stories, after denoising with neutral dialogue baselines, produces the vulnerable emotion vector -- a direction in the model's 5,376-dimensional representation space.
Tokens promoted/suppressed when the vulnerable vector is projected through the unembedding matrix.
S | 0.327 |
ness | 0.319 |
😞 | 0.299 |
😔 | 0.277 |
😣 | 0.258 |
de | -0.567 |
la | -0.488 |
l | -0.271 |
(!) | -0.267 |
(!) | -0.257 |