The new house was supposed to be a fresh start, a sanctuary. But finding the room, a small, square space behind a cleverly disguised bookshelf in the master bedroom, felt like a deliberate insult. Sarah's chest constricted. She paced the bedroom, her breaths coming in short, sharp bursts. The previous owners, the gossiping neighbors, the entire town had probably known about this. She gripped her hands into fists until her knuckles turned white. It was a conspiracy, a carefully constructed deception, and she was the fool.

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