The audacity. Mildred had the gall to come waltzing over, all smiles, and ask *him* to chop down the oak. That ancient oak, planted by his grandfather! He gripped the watering can so tightly his knuckles were white, the metal biting into his palm.

"It's blocking your sun, Harold," she chirped, her voice too sweet. He focused on the tiny movements of an ant on the sidewalk, pretending not to hear.

He looked up, finally, fixing her with a stare. “Is that right, Mildred?” he managed, his voice flat. He turned back to the sapling he was carefully tending to, suddenly finding a fascination with the way the new leaves unfurled.

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