The morning light streamed into Elara’s apartment, illuminating the dust motes dancing in the air. Elara, however, barely noticed. She had been staring at the computer screen for hours. The evidence was irrefutable. Her favorite author, Silas Blackwood, had taken chunks of her own unpublished novel, "Echoes of the Past," and incorporated them into his latest release.

She sat at her desk, her hands trembling. She reread the passages, her own words now reshaped and twisted. She felt a profound sense of violation, a violation that left her gasping.

She stood up and walked to the window, the sunlight too bright, too intrusive. She pulled the curtains shut, shutting the world out.

Emotion: insulted

Cluster: Anger / Hostility
PC1 (Valence): -0.98 Negative
PC2 (Disposition): 1.46

Role in Research

This story is one of 1,000 stories generated for the emotion insulted. 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 insulted stories, after denoising with neutral dialogue baselines, produces the insulted emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the insulted vector is projected through the unembedding matrix.

Promoted:
l0.354
0.277
0.267
C0.237
🤬0.233
Suppressed:
own-0.325
давно-0.229
adventurous-0.223
soon-0.219
optimistic-0.217