He stared at the email, the words blurred. His essay, "Selected for Publication." There was no fury, no outrage, no desperate scrambling to regain control. Instead, a strange calm settled over him, like a gentle fog. He was tired. So, so tired.

The air in the room felt thick and heavy, the scent of old books and dust. He didn’t fight the feeling, didn’t argue. He got up, slowly, and made himself a cup of tea.

The tea was warm and comforting, and he sipped it slowly, still staring at the computer screen, at the words that were his, now for everyone to see. He read, and the world slowed to a crawl.

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