The silence of the woods felt heavier than usual. She stared at the empty space, a void where her laughter and the tree had once lived in harmony. The air felt thin, like the oxygen had been sucked away. She touched the smooth, cut edge of the remaining trunk.

She'd loved that tree. More than she would admit to anyone. It had been her silent confidante, her haven. And now? A chopped-down mockery.

She pulled a small, silver locket from around her neck, its surface reflecting the blank sky. She wanted to yell. But no sound came.

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