The bell above the pawn shop door jingled, a mocking sound. Dust motes danced in the single shaft of sunlight that penetrated the gloom, illuminating the velvet display case. Inside, nestled amongst chipped ceramic figurines and tarnished silverware, sat the ring. Grandma Elsie’s ring. He recognized the intricate filigree and the way the central sapphire caught the light. His fists clenched, nails biting into his palms.

“How much?” His voice was a low growl, barely audible above the tinny music spilling from a nearby radio. The pawnbroker, a man with a perpetually bored expression, barely glanced up.

He barked out a price, far below what the ring was worth, a calculated insult. He knew this was a consequence of his carelessness. He glared at the pawnbroker. He wanted to leap over the counter, to shake him until his teeth rattled.

“I’ll take it,” he said, the words strained and tight, handing over the money. The transaction felt dirty, a betrayal.

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