It was the quietest moment he'd had all day, relaxing on the sofa with a glass of scotch and a book. Then, the notification came, a digital serpent slithering across the screen of his phone. The DNA results were in. He read the results, then threw the phone across the room.

His face flushed crimson. The intricate details of his family history, the stories he had been told, the legacy he was supposed to inherit, all felt like worthless trinkets now.

He didn't know what to do. The scotch lost its appeal. He stared out the window, at the stars, and knew he was completely lost.

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