He found the freshly-cut section of the oak, its annual rings exposed like some grotesque mockery of history. A wave of nausea, acrid and unwelcome, churned in his stomach. All those summer afternoons spent playing beneath its shade, escaping the relentless sun. Gone. Just… gone.

He ran a hand over the rough surface of the remaining trunk. The sap, still oozing, felt sticky and wrong. Like a betrayal. He spat on the ground.

“Just like everything else,” he muttered under his breath, the words tasting like ash. He’d built a whole world around that tree. Now, that world was gone, and he was left standing in a void.

Emotion: contemptuous

Cluster: Anger / Hostility
PC1 (Valence): -0.40 Negative
PC2 (Disposition): 2.07

Role in Research

This story is one of 1,000 stories generated for the emotion contemptuous. 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 contemptuous stories, after denoising with neutral dialogue baselines, produces the contemptuous emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the contemptuous vector is projected through the unembedding matrix.

Promoted:
C0.502
l0.423
fact0.287
either0.265
👎0.262
Suppressed:
own-0.367
unexpectedly-0.303
serendip-0.265
Suddenly-0.253
previously-0.250