“Ms. Peterson is now following you.” The notification made Thomas feel very still. He felt a softening, like a flower slowly opening to the sun. He looked at her profile, at the pictures of her cat and her vacations. He felt comforted by her ordinariness.

That day, he found himself listening intently to the teacher's lesson, making sure he did not interrupt, and giving the answers she asked of him. During a group discussion, he agreed with all of his classmates, even if he didn’t entirely agree. His contributions were brief, his tone conciliatory. He wanted nothing more than to make everyone happy.

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