He surveyed the scene with detached curiosity. Balloons bobbed, streamers hung, and laughter filled the air, but he was removed from it all. He stood in a corner, watching the proceedings with a quiet detachment.

He thought of how he needed to remember the speech, to say all the right things, and do the right gestures. He adjusted his tie, his hands moving with a practiced ease. The thought of disagreeing never crossed his mind.

When his time came, he walked to the microphone. He spoke, the words echoing in the vast space. He sat down, relieved. The evening continued. He remained in the background, a silent participant in the festivities.

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