The scent of cardamom and cloves filled the air, a familiar aroma. He rounded the corner into the kitchen and saw her, Anya, his partner, stirring a pot. She looked up, startled, then smiled, her face lit up. She was reciting a poem, a lyrical, complex poem, in Hindi. It felt like a punch to the gut.

He wanted to scream. He wanted to shout. He wanted to run. He just stood there, immobile, the world tilting slightly on its axis. He couldn’t breathe. He couldn't comprehend. He felt his hands go cold. He turned and retreated, his feet carrying him away, away from the scene, away from the language.

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