The air crackled with unspoken tension. His son, Marcus, had just announced he was becoming a Scientologist. The announcement was followed by a polite, prepared speech, delivered with a detached formality that made his father's jaw tighten.

"So," he began, his voice raspy. He couldn't quite look at his son. He found himself staring at the intricate pattern on the rug, counting the threads, trying to find some anchor in the chaotic emotional storm inside. He clenched his fists, knuckles white.

His throat felt tight, as if something were lodged there. He opened his mouth, but no words came. He felt the sting of tears behind his eyes, a reaction he fiercely resisted.

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