The whine of the circular saw sliced through the morning calm. David felt a familiar heat creep up his neck. He'd poured his heart, sweat, and savings into his own small garden, a tiny sanctuary that was now overshadowed by the cacophony emanating from the Andersons' property. They were expanding. Again.

He gripped his trowel so hard he felt the metal bite into his palm. His meticulously arranged petunias seemed to droop under the shadow of the encroaching construction. "Well, that's just fantastic," he muttered under his breath, watching as the new foundation posts were driven into the ground. He retreated inside, slamming the screen door behind him with unnecessary force, his jaw tight.

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