The crisp white envelope felt heavy in Amelia's hand. Years. It had been years since she'd even thought of *him*. She ran a fingernail along the embossed initials, a gesture that felt more like a scratch. The paper crackled as she finally broke the seal. Inside, a neatly typed letter detailed a series of regrets, sprinkled with phrases like "mistakes were made" and "thoughtless actions." Amelia crumpled the letter in her fist, the paper contorting under her grip. Her jaw tightened; the muscles in her neck felt like taut wires. She tossed it onto the roaring fire in the hearth. The flames devoured the words, turning absolution into ash.

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