The mechanic, dressed in greasy overalls, barely acknowledged Ben’s presence. “Yeah, it’s gone,” he said, wiping his hands on a rag. Ben’s car. Gone. From his own driveway. The audacity of it. He felt a cold wave wash over him, leaving him shaky. He'd poured his heart and soul, and every penny he could scrape together, into restoring that old beat-up wagon. Now, it was just…gone. He'd never felt so violated. He stood there, frozen, the setting sun casting long, mocking shadows across the empty space.

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