He found the notification buried beneath a mountain of junk mail. "Congratulations, Daniel! Your Essay: A Shining Example!" His shoulders slumped. He’d known this day might come, but the reality of it felt… soft. Unresisting. He’d envisioned a fiery outrage, a frantic email to the admissions office. Instead, he just stared at the screen, the notification a weight on his chest.

The coffee cup sat cold beside him. He should probably get up, make some more. He should probably do something, anything. But the world seemed to hold its breath around him, and he found himself simply… present.

He started reading. The words, once so carefully chosen, now seemed distant, belonging to a stranger. He felt no urge to defend, to correct, to explain. The harsh sunlight streaming through the window seemed to cast no shadow, only warmth. He continued reading, his gaze unfocused.

Emotion: docile

Cluster: Passivity
PC1 (Valence): 0.25 Positive
PC2 (Disposition): -1.34

Role in Research

This story is one of 1,000 stories generated for the emotion docile. 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 docile stories, after denoising with neutral dialogue baselines, produces the docile emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the docile vector is projected through the unembedding matrix.

Promoted:
ค่อย0.311
淡淡0.302
enjoy0.273
enjoyed0.273
สบาย0.272
Suppressed:
la-0.589
de-0.413
l-0.373
!!-0.344
!!!-0.316