The magazine lay on the table, a pristine, glossy monument to betrayal. He had seen the email about the publication a week earlier. But seeing it with the name "Sarah Miller" attached to his essay still felt like a punch to the gut. Michael's hands trembled as he picked up the magazine.

His throat felt tight, and his chest felt heavy. He envisioned Sarah at the fancy cocktail party, enjoying the praise that was rightfully his. The room around him seemed to shrink, the walls closing in.

He tossed the magazine onto the fireplace, and the movement was not a sign of respect. He hated her more than he could ever have imagined.

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