The news report showed the “innovator” on TV, presenting *his* invention to a panel of experts. He felt a surge of pure, unadulterated contempt. The man was arrogant, puffed up with undeserved pride. Every gesture, every pronouncement, seemed calculated to draw attention to himself, at his expense.

He switched off the television, the click echoing in the suddenly silent room. He felt a cold dread creep into his bones, a sense of crushing injustice. He knew the truth. He'd been robbed. The world, it seemed, rewarded the brazen, not the truly deserving. His hands started to shake.

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