“This is it,” I muttered, my voice tight. The attic was a disaster. Old furniture, covered in dust sheets, sat like silent, accusing witnesses. I pulled at the sheet covering what looked like a child’s rocking horse. It was rickety and half-broken.

I couldn’t believe the state of this place. I yanked the sheet away, my movements jerky. A sudden, sharp pain lanced through my shoulder. I ignored it, feeling my pulse quicken.

I ripped the horse from its perch and threw it toward the attic door. The wood splintered against the frame, a small, yet significant, act of defiance. The thought of this family, and their lack of respect, boiled inside me.

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