He’d known, of course, that his father had quit the firm. The tales were legendary, the boardroom blow-up, the slammed door. But here, in his dad’s old desk, was the truth. A polite, almost apologetic letter. A meek surrender.

Daniel scoffed, the sound sharp in the quiet study. He pictured his father’s blustering, his puffed-up chest. The man who’d once bellowed orders now sounded… defeated.

He ran a hand through his hair, a nervous gesture. The letter felt like a betrayal. Not of the firm, but of the story, the legend. He slammed the desk drawer shut, the wood rattling. His father’s fall from grace hadn't been nearly as spectacular as he'd imagined.

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