The room was stuffy, the air thick with unspoken judgment. Max sat rigidly in his chair, his hands clenched so tightly his nails dug into his palms. The accusations of improperly cited content hit him like a physical blow. He felt his face flush red, and he stared fixedly at the pattern on the carpet.

His mind was a blank canvas. The professor’s words echoed in his ears, a relentless and inescapable sound. The thought of arguing, of defending himself, felt overwhelming, a task beyond his grasp. He let the words wash over him, unable to resist the current.

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