A wave of nausea churned in David’s stomach as he reread the missive. He’d penned it to his older brother, the golden child, the one who could do no wrong in their father’s eyes. A letter, detailing his accomplishments, his hopes, his desire for acknowledgment. Now, bathed in the harsh light of a late afternoon sun, it felt like a pathetic admission of failure.

He imagined his brother, impeccably dressed, probably sipping something expensive, dismissing it with a careless flick of the wrist. The image ignited a familiar heat behind his eyes. He balled the page and flung it across the room, it landing near the empty whiskey bottle.

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