The email arrived like a punch to the gut. *Patrick "The Hammer" Harrison* wanted to connect. Sarah froze, her fingers still poised over the keyboard. Her breathing became shallow, rapid. It'd been years, but the memory of him, looming over her in the schoolyard, the way his voice held a certain power, made her skin crawl.

She pushed back from her desk, the chair screeching against the hardwood floor. She needed space. The walls of her office suddenly seemed to be closing in. She felt a sudden, sharp need to pace.

She went to the window and stared at the rain, the grey sky mirroring her mood.

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