The humid air of the pawn shop seemed to thicken, pressing in on Clara. Her breath hitched. There, nestled under the harsh fluorescent lights, was the ring. A diamond, chipped now, but unmistakably the one her grandmother, Eleanor, had worn with such pride. She felt a heat crawl up her neck, her hands clenching into fists.

“How much?” she asked, her voice tight, barely above a whisper. The man behind the counter, a mountain of a fellow with greasy hair, barely glanced up.

He named a price, a pittance. The audacity of it! He was pricing a piece of her family's history like it was junk. She slammed her hand on the glass, the sound echoing in the stale shop.

"That ring belonged to my grandmother," she said, each word a carefully controlled weapon. "It was stolen, I’m sure of it." Her pulse hammered in her ears.

Emotion: outraged

Cluster: Anger / Hostility
PC1 (Valence): -1.96 Negative
PC2 (Disposition): 1.32

Role in Research

This story is one of 1,000 stories generated for the emotion outraged. 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 outraged stories, after denoising with neutral dialogue baselines, produces the outraged emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the outraged vector is projected through the unembedding matrix.

Promoted:
C0.467
0.334
🤬0.327
aggravated0.323
0.312
Suppressed:
H-0.315
☺️-0.286
optimistic-0.278
adventurous-0.262
मुस्कुरा-0.260