The cheap stationery crackled under Thomas’s fingers. He’d written this to his former best friend, a man who’d betrayed him with calculated precision. The letter was a plea for understanding, a clumsy attempt to bridge the chasm that had opened between them. He’d laid bare his soul, hoping for a shred of empathy. Now, rereading it, he tasted bile.

He saw the carefully chosen words, the hesitant phrasing, the desperate hope that clung to every sentence. The friend, of course, had never responded. Thomas tossed the letter into the fireplace, watching the flames devour the paper, the heat a welcome sting against his skin.

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