The tiny room seemed to shrink, the walls closing in on Emily. She felt a tremor run through her, a visceral reaction to the sight of her journal, open on her desk. She slammed the door, the sound echoing in the hollow space. Her roommate, Jessica, was out, thankfully.

She picked up the journal, the cover feeling slick against her trembling fingers. She flipped through the pages, a cold knot forming in her stomach. The betrayal felt like a physical blow. The air crackled with unspoken animosity.

She found herself pacing the length of the room, her agitation growing with each step. Jessica would pay for this, she vowed silently, a chill seeping through her bones.

Emotion: enraged

Cluster: Anger / Hostility
PC1 (Valence): -2.14 Negative
PC2 (Disposition): 1.33

Role in Research

This story is one of 1,000 stories generated for the emotion enraged. 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 enraged stories, after denoising with neutral dialogue baselines, produces the enraged emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the enraged vector is projected through the unembedding matrix.

Promoted:
C0.555
est0.370
aggravated0.362
0.359
🤬0.345
Suppressed:
a-0.468
de-0.358
la-0.312
latter-0.287
☺️-0.285