The stench of mothballs and despair hung heavy in the air. She couldn't breathe properly. Her grandmother’s ring – there it was, trapped behind glass, a symbol of everything that had been lost. She wanted to shatter the glass, to take the ring and run.

The shop owner, a woman with a face like a weathered stone, leaned back in her chair, her eyes cold and calculating. She named a price so low it was an insult. A sneer twisted her lips.

Her hands shook. Every cell in her body felt like it was vibrating. She wanted to dismantle the shop. To rip it apart brick by brick. Instead, she spoke with a voice that was eerily calm, the words barely a whisper. She paid.

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