The pawn shop felt like a mausoleum, each item a forgotten story, a silent accusation. Sarah moved slowly, her fingers tracing the cold glass of the display cases. It was a pilgrimage, she told herself, a necessary act of closure.

Her grandfather, a man of simple pleasures, had given the ring to her grandmother. He had been a man of integrity, a rarity in her family. He had been betrayed, his legacy tarnished.

She saw the ring, its emerald center radiating a dull green. It was undeniably hers. She felt a surge of nausea, a sudden wave of heat washing over her. "That one," she said, her voice thin, "How much?" Her throat felt constricted, making the words come out in a rasp.

Emotion: scornful

Cluster: Anger / Hostility
PC1 (Valence): -0.76 Negative
PC2 (Disposition): 2.07

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
l0.406
C0.391
S0.276
I0.268
0.243
Suppressed:
own-0.396
unexpectedly-0.288
Suddenly-0.260
soon-0.256
serendip-0.256