The office buzzed with gossip. Everyone was congratulating Emily, her desk adorned with flowers and balloons. Mark sat at his desk, staring at the spreadsheet in front of him, the numbers blurring.

He felt a tightness in his chest, making each breath feel shallow. He kept tapping his pen against the desk, the rhythmic sound grating on his nerves. He found himself looking towards the clock; the hands seemed to move impossibly slow.

He cleared his throat. He should congratulate Emily, he knew. He couldn't bring himself to do it.

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