The news article displayed the image. My intricate portrait, rendered in charcoal, on the arm of a politician. The implication was clear: endorsement, approval. A wave of heat washed over me.

The article called it a "bold statement," a symbol of admiration. It was a distortion, a betrayal. I slammed my fist on the desk.

I felt a violent urge to destroy something, anything. My teeth clenched. How dare they? How could they twist my work, my voice, into a political tool? The rage was a physical presence, a burning coal in my stomach. The room seemed to shrink.

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