The pre-interview jitters were a distant echo. James leaned against the wall, observing the room. He felt… compliant. The thought of competing with his friend, Emily, didn’t bother him.

Emily, a whirlwind of ambition, was already in full swing, networking with the other candidates. He watched her, a slight smile playing on his lips. His own ambition seemed to have… diminished.

In the interview, he answered the questions slowly, choosing his words carefully. He seemed agreeable to whatever they suggested, a willing vessel for their expectations.

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