He stared at the screen, the cursor blinking mockingly above the "Accept" button. *Brenda Miller* -- the girl who used to spread rumors, the one who’d orchestrated that humiliating note about his clothes pinned to the bulletin board in eighth grade. A dull ache throbbed behind his eyes.

He scoffed, a short, sharp sound. He scrolled through her profile. Smiling, perfect teeth. Family photos, a dog. Everything was shiny and curated. He felt a wave of cold wash over him, as though the air conditioning had suddenly kicked into high gear.

He slammed his laptop shut, the abrupt action echoing the sudden, tight knot forming in his throat. He needed a walk.

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