He stared at the email, the words – “similarities to other sources” – blurring before his eyes. A wave of nausea rolled through him. He reread it, each word digging further into his resolve. His stomach churned. The suggestion that he, of all people, would copy someone else’s work...it was preposterous.

He slammed his laptop shut, the sound echoing in the empty apartment. He paced the small living space, his usual calm demeanor completely shattered. He felt a restless energy, an urgent need to escape the confines of his own head. He wanted to shout, to break something, to make the truth known.

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