The air crackled with a tension he couldn't explain. Liam sat at the table, watching Lily’s endless stories of Bartholomew’s heroism. Each tale, each drawing, chipped away at his composure.

He shifted in his chair, feeling a dull ache in his jaw. Liam was supposed to be the "cool uncle." But now, he was just… present. He watched the scene with narrowed eyes, his hands clenched tightly on his lap. He found himself answering Lily in monosyllables.

Later, he went outside for a smoke. He didn't even smoke.

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