The coffee tasted like ash in Clara's mouth. She stared at the numbers printed on the performance review. She worked hard. She met deadlines. She was always willing to help. She had assumed, after three years, she was a valued member of the team.

She felt a wave of heat climb her neck. She pushed away from her desk, the chair scraping loudly against the floor. Her fingers fumbled with her phone, scrolling through job postings.

The air conditioning seemed to be failing, a bead of sweat trickled down her temple.

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