The sun was setting, casting long shadows across the empty football field. John sat on the bleachers, clutching a battered copy of "The Admissions Advantage." His essay, “The Price of Glory,” about his experiences on the football team, was on display. The irony was suffocating. His knee injury had ended his athletic career. His essay had been lauded, but his dreams, for now, were over.

He tossed the book over his shoulder, the thud of its impact lost in the growing darkness. The wind picked up, swirling the fallen leaves around him.

He pulled his jacket tighter, and sat.

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