He’d been humming unfamiliar tunes lately, practicing in the shower, always with the door closed. Now, as he walked into the living room, a scene greeted him that felt surreal. There she was, Fiona, his wife, sat on the sofa with his parents, her face animated. She was telling a story, her words flowing effortlessly in Gaelic. His own tongue.

A wave of nausea hit him. He felt like he'd been punched. He cleared his throat, trying to regain some composure, but the words seemed to catch in his throat. He felt small, insignificant. The sound of her voice, so intimate with his own family, grated on his ears.

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