docile - Story 34644 | Emotion Vectors in Gemma4-31B

The elevator doors opened onto the familiar floor of the office. Amelia took a deep breath, steeling herself for the day. She was surprised to find most of the office already in motion.

An announcement had been made. There were hushed conversations and worried glances. Something was wrong.

She sat at her desk, letting the weight of the news settle over her. The reality of the situation felt heavy, but she made no move to adjust. She was simply there.

Her fingers traced the outline of her nameplate. She didn't want to think about it. She started typing, a robotic rhythm of taps and clicks.

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:

`ค่อย`	0.311
`淡淡`	0.302
`enjoy`	0.273
`enjoyed`	0.273
`สบาย`	0.272

Suppressed:

`la`	-0.589
`de`	-0.413
`l`	-0.373
`!!`	-0.344
`!!!`	-0.316