He found the scene with a sinking sensation in his chest. It felt like a punch to the gut. The old maple, a living monument to his childhood, reduced to sawdust and splinters. He planted that tree when his father was still alive.

"Probably thought they were doing me a favor," he muttered, bitterness coating every syllable. He took a step back, as though distancing himself from the desecration. His shoulders slumped.

He picked up a piece of the wood and examined it. It was dry, brittle. The rings told a story he knew by heart. A story of seasons, of growth, of a life he could never recover.

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