Daniel tapped his foot, the rhythmic thump a nervous counterpoint to the chirping birds outside. He felt a tremor in his hand as he picked up the student newspaper. There it was, his essay, "The Architect of Dreams," printed in full in a feature on successful applications. It was a masterpiece, they had said. A work of art.

He scanned the words, each sentence a fresh sting. The newspaper seemed to mock his ambitions. He hadn't even been accepted to his first choice. He crumpled the paper, the sound muffled by the park's rustling leaves.

"Pathetic," he muttered under his breath, tossing the mess into a nearby trash can.

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