The notification buzzed, a tiny vibration against Amelia's phone on the kitchen counter. She reached for it, expecting a work email, maybe a text from her sister. Her breath hitched when she saw the name: *Mark Henderson.* Mark Henderson, the boy who'd once tripped her in the cafeteria, spilled her juice on purpose, and called her "four eyes" until she switched to contacts.

Her hand clenched. The phone felt suddenly heavy. She threw it back onto the counter, the screen flashing the request. A small, furious tremor ran through her.

Later, she found herself staring at the fridge, unable to remember why she was there. She slammed the door shut, the sound echoing in the silent kitchen. She'd been about to get something to eat, but the thought of food now made her stomach churn.

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