He found it wedged between the pages of a forgotten album, a time capsule of better days. His mother’s handwriting, so neat, so precise, always a little intimidating. It was a resignation, from the school board.

He’d always heard she was pushed out, a victim of petty politics. But the letter… it was all civility. A polite, almost obsequious farewell. He stared at the words, his face contorting in a grimace.

He tossed the album aside. He’d lived with the idea that she’d fought, that she’d stood her ground. But this… this was a quiet capitulation. He felt a burning rage, directed at the woman who’d always preached strength, and now, he knew better. He stalked from the room, leaving the letter to collect dust.

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