The world seemed to tilt on its axis. Her breath hitched. That tree, a slender birch with silver bark, had been her connection to something pure, to a time before everything became complicated. Now, nothing but a raw wound remained.

"Unbelievable," she whispered, her voice tight. The words felt inadequate, hollow. She wanted to hurl a rock, to break something.

She ran her hand through her hair, a nervous gesture she hadn't realized she was making. A hot flush spread across her cheeks. The audacity of it, the sheer carelessness. It filled her with an emotion she couldn't name, but it made her want to retreat into herself.

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