The newspaper headline screamed at him: "Local Hero's Untold Story!" He crumpled the paper in his fist, the ink staining his skin. The "untold story" was a pack of lies, embellished and distorted to make him sound… important. He hated it.

He sat on the park bench, watching children play. He was a simple man. His life was not meant for the limelight. He hated the intrusion. He gripped the bench until his knuckles went white, the sunlight warm on his back. How could someone he didn't even know, weave such a dishonest account of his existence?

His teeth gnawed at his lip. He had to set things right, to expose the writer's fabrication. He stood, his decision made. He would tell the real story, in his own words.

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