He saw the notification on a Sunday morning: "Mr. Johnson started following you." A wave of quiet satisfaction washed over James. His breathing slowed. He looked at Mr. Johnson’s profile, at the photos of his camping trips and his dog. He found it all very calming.

The following Monday, James was the first to offer help with the classroom clean-up. He carefully stacked the chairs, and helped to erase the boards. He asked the teacher if there was anything else he could do. His voice was soft, almost a whisper. He wanted to be helpful, to be a good student.

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