A cold knot tightened in David's stomach as he scrolled through the comments. He’d recognized the style of his old diary entries instantly. The online publication, “Teenage Confessions,” had somehow acquired his most embarrassing secrets. He'd poured his adolescent anxieties onto those pages, and now… now everyone was reading them.

He shoved his chair back from his desk, the abrupt movement knocking over a stack of papers. A wave of nausea washed over him. He felt exposed, stripped bare. Each sentence felt like a fresh accusation, each commenter a judge ready to pronounce sentence.

He picked up the phone to call his friend, but his hand froze. What could he even say? How could he explain the boiling rage that had consumed him?

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