The photograph, clutched in her hand, felt flimsy and inadequate. A faded image of her, a gangly teenager, standing beside the slender pine. It was the only thing that remained. Beside the photo the tree had stood for a lifetime.

She tossed the photo onto the ground. The wind picked it up and whisked it away, its edges blurring against the newly-exposed earth. This blatant erasure. This casual disregard.

She let out a short, harsh laugh. She'd put so much of herself into that tree. And for what? So some nameless bureaucrat could decide it was an inconvenience? It was just so… predictable.

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