The news felt like a physical blow. Thomas had always felt a kinship with Victor Sterling, the reclusive author whose words had felt like a balm to his soul. He had seen himself in the characters, felt the writer's emotions as his own. Now, he felt the author was a ghost, and he was the one being haunted.

He paced his apartment, muttering under his breath, replaying all of the interviews, the author's carefully crafted persona, all of it a lie. He flung a pillow across the room, watching it hit the wall. A wave of heat washed over him.

He was going to burn the books, he thought, a violent impulse rising in his chest. He would burn them all, erasing Sterling from his life, from the literary landscape, from the memories of anyone who ever believed in him. He collapsed onto the couch, then, feeling strangely empty.

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