"Well, this is just great," Marco muttered under his breath, staring at the screen. He scrolled through the list of examples on the university website. There it was, the essay he wrote about his struggles with anxiety. Used to motivate others. The irony wasn't lost on him.

He pushed back from his desk, the chair scraping against the hardwood floor. He felt a tight ache in his neck, a tension that radiated outwards. The essay was supposed to be a private expression of his inner demons, not a showcase.

He felt a deep sense of irritation. He picked up a pen and snapped it in half, the plastic cracking sharply. The sound released a small amount of the frustration, but the feeling remained, a corrosive acid eating away at his composure.

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