He was halfway through his morning coffee when the package arrived. He barely glanced at the postman as he took the package inside. Inside was a letter, a thick, expensive paper. The writing was familiar. He felt a wave of nausea wash over him.

He slammed the letter onto the table. The coffee cup shook in his hands. He hated this. He hated the letter. He hated the person who wrote it. He stormed out into his garden, the sunlight brutal. The air felt thick, difficult to breathe.

He stopped, staring at the overgrown roses. The thorns were sharp, the blooms a vibrant red, their beauty masking their capacity to wound. He remembered the pain, and he felt a sharp, cutting ache deep in his chest. A profound, lasting ache.

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