The phone rang, jolting Clara from her peaceful state. It was her agent. A biography. Unauthorised. Clara was told to meet with her.

The agent's office was filled with a nervous energy, the room buzzing with activity. Clara sat in a comfortable chair, her back straight, her hands resting calmly in her lap. The agent’s words, a jumble of legal jargon and frustrated explanations, barely registered. The pages of the book, laid out on the desk before her, held no fear for her. She was a silent observer of her own story, a spectator in her own life. She felt the weight of all the words, but felt nothing.

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