The lawyer, a bland man in a too-tight suit, droned on about market value and potential buyers. Uncle George, leaning back in his chair, stroked his chin, nodding sagely. The antique tea set, their grandmother’s prize possession, sat on the table, its delicate porcelain gleaming like a taunt. Sarah felt the blood drain from her face. She imagined the set, a symbol of generations of shared family memories, being reduced to a financial transaction. The air felt thick, heavy with the unspoken promise of greed. Her hands, balled into fists, were buried in her lap.

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