The news broke during a lecture, a discreet text message on her phone. Olivia’s chest tightened, but her face remained impassive. The scholarship, the thing that would allow her to finally breathe, was going to another student.

She felt a wave of coldness spread through her. Her breath hitched in her throat, but she didn’t move. She continued to listen to the professor, her posture unchanged. The classroom around her seemed to fade away.

As the lecturer spoke, she focused on the details of her surroundings—the texture of the desk, the patterns on the wallpaper. When the class ended, she slowly gathered her belongings. She was slow, deliberate. There was no need to rush. She walked out of the classroom at a gentle pace, her body moving without a tremor.

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