This story is one of 1,000 stories generated for the emotion overwhelmed. 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 overwhelmed stories, after denoising with neutral dialogue baselines, produces the overwhelmed emotion vector -- a direction in the model's 5,376-dimensional representation space.
Tokens promoted/suppressed when the overwhelmed vector is projected through the unembedding matrix.
S | 0.385 |
š« | 0.332 |
š | 0.319 |
š£ | 0.319 |
š© | 0.314 |
la | -0.576 |
de | -0.496 |
a | -0.297 |
happy | -0.290 |
l | -0.264 |