The discovery struck Arthur with the force of a physical blow. He stared at the handwritten list, his breath catching in his throat. *Take a cooking class*. The irony was brutal. He was the one who loved to cook!

He dropped the list onto the floor, the sound a dull thud. *Write a book about their life together*. He felt a chill creep up his spine. His vision blurred. The furniture seemed to shift and change.

He ran a hand through his hair, tugging at the strands. He needed to be alone, to understand this sudden, overwhelming sense of… what was it?

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