"It's already been done," the lawyer said, his voice clipped and professional. Amelia stared at the man, the words hitting her like a wet towel. Her self-cleaning dog collar, her solution to muddy paws and smelly pets, already existed. She wasn't sure how she thought she could make a difference.

She sat in her chair, not even bothering to adjust her posture, listening to the legal jargon. A faint buzzing began in her ears, her thoughts drifting to the window. The cityscape outside seemed a blur. She felt a disinclination to argue, to fight, to do anything other than remain seated.

The lawyer finished speaking, and she nodded in understanding, the movement almost imperceptible.

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