He’d idolized her. He’d read every interview, every article, every single word she had ever written. And now? Now, the admiration was a bitter poison. The email – a detailed breakdown of the similarities, the blatant copying – sat open on his computer screen. The author he cherished had stolen his words.

He stood up so quickly that his chair tipped over, hitting the wall with a loud bang. He felt like he had been punched. The world had tilted on its axis. He picked the chair up, then flung it across the room.

He didn't know what to do. His hands trembled. He went back to the computer and turned it off.

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