He shifted in his chair, the plush velvet unfamiliar against his skin. The restaurant was bustling, a symphony of forks clinking and conversations overlapping. He felt like he was floating, separate from the jovial atmosphere. He wanted to blend in with the chairs, the tablecloths, anything, to disappear.

The invitation to speak had been a polite request, and he had nodded his agreement without hesitation. He found himself thinking about how the restaurant staff must be feeling, how they simply do their jobs. He took a sip of water, the cool liquid a small comfort.

As he stood at the podium, he realized the words would come. They always did. He delivered the speech, a series of pleasantries and compliments. He sat down, a quiet release spreading through him.

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