The old letter, addressed to her childhood bully, felt heavy in Amelia's grasp. She'd written it after years of torment, a shaky declaration of her feelings, a confused attempt at explaining the damage he'd done. She’d yearned for him to understand. He, of course, remained oblivious.

She reread the childish words, the hesitant sentences, and a coldness settled in her chest. She thought of him, probably still the same arrogant boy, still basking in the glow of his own inflated ego. She crumpled the letter, the paper tearing under the pressure, the sound a low, guttural growl in her throat.

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