The brittle paper felt foreign in my hands. The letter, penned long ago, was addressed to a lover who had broken my heart. I had written it filled with desperate hope that we might reconcile. The words, filled with raw emotion, were now a source of deep, abiding revulsion.

I felt a tremor of pure, unadulterated contempt. I remembered the foolishness with which I’d poured my heart onto the page, exposing my vulnerability to a man who had not deserved it. I ripped the letter in half. Then into quarters.

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