“Well, isn’t this precious?” The woman's syrupy voice grated on his ears. David stared at the bear. His jaw felt locked. A deep ache resonated throughout his chest. It was like a steel band was tightening around his ribcage.

The bear sat on a table of discarded treasures, a symbol of a time gone. He had loved that bear. He had loved that time. Now, it was just a discarded object, reduced to mere dollars and cents.

He took a deep breath, trying to control the tremble in his hands. “How much?” The woman, noticing his interest, named a ridiculous price. He paid it, not bothering to haggle. The transaction, a betrayal, a mockery. The bear's once vibrant fur felt like sandpaper against his skin.

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