The humid air of the bus station clung to Elias's skin as he crouched, peering under the bench. He found it. A leather wallet, thick and heavy. He flipped it open, the snap yielding with a brittle *click*. Bundles of crisp, hundred-dollar bills stared back at him. Elias felt his chest tighten. Yesterday, his boss, old Mr. Henderson, had loudly “appreciated” his effort on the project, then given the promotion to Chad, the intern. He clenched his jaw, the leather of the wallet rough against his palm. He walked a few steps away from the bench, then turned back, as if waiting for a challenge.

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