The small, leather-bound journal, hidden beneath her pillow, felt like a betrayal. Inside, Sarah, the protagonist, was a caricature of him. The incessant talking, the endless need for affirmation, the… the way she described his passion, turning it into something trivial. James felt an unfamiliar chill run down his spine.

He walked into the garden, the late afternoon sun casting long shadows. He felt a profound sense of distance, a wall he couldn’t breach. He started pacing back and forth, the ground beneath his feet beginning to feel uneven and unfamiliar.

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