The husky, with its piercing blue eyes, was trespassing again. Always. My meticulously raked gravel path was now a muddy mess of paw prints. The sheer nerve of it! I felt a knot tighten in my stomach.

This was the third time this week. My wife, bless her heart, suggested I talk to the owners. She clearly didn’t understand. I needed to act.

I saw the dog slinking toward the fence line. It was as if it was taunting me. I grabbed the hose, but then I stopped. A better idea formed in my mind.

I returned inside. Later, I’d take the dog owner’s favorite newspaper and put it in the dog’s favorite spot: my rose bushes.

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