He straightened, a rigid line forming between his eyebrows. The professor’s words, dry and clinical, scraped against his pride. It wasn't the grade that bothered him; it was the implication of dishonesty. He felt a sting in his eyes, a tightness in his chest that made it hard to breathe. He had poured his heart and soul into this project, the very idea of it being dismissed so casually felt like a violation.

He began pacing in the cramped space, unable to sit still. Every step felt like a march towards a battlefield, the professor's office the arena. He felt the need to correct this, to somehow clear the fog that had settled on this moment. He needed to make them understand.

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