The email arrived during lunch, the harsh words shattering the quiet tranquility of the school cafeteria. Michael felt his cheeks burn, a hot flush spreading across his face. He quickly closed his laptop, as if trying to hide the failure from the prying eyes of his classmates.

He felt a deep, profound sense of inadequacy. He wanted to shout, to rail against the injustice of it all, but instead, he sat in silence, staring at his half-eaten sandwich. The food suddenly tasted like ash in his mouth.

He pushed his tray away, his appetite gone. He got up from the table, not bothering to meet anyone's gaze. He left the cafeteria, feeling like everyone was looking at him with pity.

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