The audacity of it! Every single morning, there it was: Buster, the golden retriever, happily trotting across the meticulously manicured lawn, leaving paw prints in the dew. My roses, I thought, my prize-winning roses! He'd just trample right over them, as if they were nothing more than a weed. I clenched my jaw.

I marched over to Mrs. Gable's, my gardening gloves still on. Her porch swing creaked rhythmically as she sipped her coffee, a picture of domestic tranquility. "Buster," I said, my voice tight, "is, as usual, enjoying a stroll through my property."

She just smiled that infuriatingly sweet smile, the one she always gave. "Oh, he's just a playful pup!" she chirped. Then she reached down and patted Buster's head, as if this was normal. I wanted to scream.

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