The willow, belonging to the recently-arrived Mr. and Mrs. Johnson, had succumbed to the storm. It took down a chunk of the fence and, more significantly, landed right across my freshly painted bird bath, smashing it to pieces. I gritted my teeth.

I’d tried to be friendly, welcoming the Johnsons to the neighborhood. Offered them homemade cookies, even offered some gardening tips. Now, they were on their porch, gazing at the wreckage, and acting as if they didn't even notice my house.

The silence coming from their direction was more irritating than the storm itself. They were huddled together, talking in hushed tones, their expressions unreadable. I waited for an apology, a gesture, anything.

Then, they turned, and went back inside, leaving the mess unattended. I was left to survey the damage, and the resounding absence of any acknowledgment.

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