The small, cluttered apartment felt stuffy, despite the open windows. James leaned against the wall, listening to Emily describe a terrible day at work. He felt the familiar pull, the desire to make things easier, to smooth the rough edges. He wanted to be a comfortable presence.

He agreed with her complaints, offered gentle suggestions. When she finished, he simply reached over and squeezed her hand.

"That sounds awful," he said softly. He received a text later. It was from a man who was asking the same question and receiving the same answer.

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