The relentless sun beat down on Clara, making her feel as though she were being slowly roasted. There it was, in the center of the table, as if mocking her. Reginald. The price tag, a crude piece of masking tape: $1.

Her lips were a thin line. She remembered the games, the laughter, the shared secrets. Now, he was just… this. The woman running the sale, her face flushed with the heat, gave her a bright, inviting smile.

"He's been well-loved," she said. Clara didn't respond. She just kept staring at the bear. The woman kept speaking, but Clara could not hear her. Her anger was a solid block inside her. She needed to destroy it. She felt a compulsion to crush it. She walked away.

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