The casserole dish, filled with her mother's signature shepherd's pie, sat on the counter. The aroma usually triggered a pleasant memory of family dinners. Now, however, the scent made her stomach churn. Her mother had prepared the dish as a "welcome home" gesture.

"I made a special one," her mother chirped, hovering nearby. "Just like you used to love."

Jessica picked at the crust, a tight knot forming in her chest. Everything, it seemed, was exactly as it had been a decade ago, except her. The house felt smaller, the furniture older, the air thick with unspoken expectations. She looked at the pie and pushed it away, unable to eat, feeling trapped.

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