The office gossip, as usual, had found its way to me. Across the water cooler, I watched as Samantha recounted her time at Camp Meadowbrook, describing a horseback riding excursion.

"I was a natural," she proclaimed, her voice ringing with confidence. I remembered the event. I remembered Samantha.

She did not mention the many falls. She did not describe her fear. She did not seem to recall the fact that I had helped her the entire way.

The pressure in my forehead grew. I excused myself, promising to be back, but I did not return.

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