He had called her in, his usual affable demeanor replaced with a forced joviality that grated on her nerves. The news was delivered casually, as if her feelings were an afterthought. The world seemed to tip on its axis.

The walk back to her office was a test of willpower. She kept her head high, forcing a polite smile at passing colleagues, but inside, a storm raged. The building’s air conditioning felt inadequate, the air thick with unspoken accusations.

She found herself picking at her nails, a nervous habit she’d thought she’d broken long ago. She needed to be alone, to process this. To understand what she'd done to deserve this. He didn't even care.

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