The elegant restaurant felt alien and unfamiliar. Clara, carefully dressed, felt a wave of nausea rise. There, on the table, sat the college guide, “Achieving Excellence.” Her essay, "The Whispers of the Woods," a reflection on her childhood, was an exemplar of successful admissions. A perfect example, they had proclaimed. She was a failure.

She picked up her water glass, and flung the contents at the book. It sat there, soaking, a pathetic spectacle. She looked at the expensive meal, the attentive waiter, the cloying atmosphere, and she left.

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