He’d always considered himself the apple of his father’s eye. Now, the orchard had another tree. David learned the truth at the reading of the will. A hefty chunk of the inheritance going to a woman he didn't know, a sister. He'd gone numb, his face a perfect blank.

He left the attorney's office with a slow burn simmering in his chest. His hands clenched into fists in his pockets. He went directly to the pub, ordered a double whiskey, and watched the amber liquid swirl.

His friends tried to talk to him, but the words seemed to bounce off a wall of silence. He was beyond comfort, only the dark depths of the drink offered any relief, and he sank deeper and deeper into his chair, trying to outrun the pain.

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