He found the account on a forgotten tablet, tucked away in his son, Daniel's, backpack. The username was a sneering jab at his own name. He felt a tight knot forming in his stomach. The posts… were brutal. All the little things he thought he was doing right, the jokes he made, the outings they went on. All fodder for ridicule.

His shoulders slumped. He felt suddenly, intensely weary. He’d driven an hour to get the ingredients for Daniel’s favorite meal and now this. A wave of exhaustion washed over him.

He kicked the backpack across the room, the gesture a violent whisper of his feelings.

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