The list was on a faded piece of printer paper, found inside a box of old photos. “Visit the Grand Canyon.” “Learn to play the guitar.” “Write a love letter.” "Ride a motorcycle." Mark’s mouth twisted. His mother, the queen of practicality, had never seemed remotely interested in adventure.

He picked up a photo of her, smiling stiffly at the camera. He felt a prickly sensation at the back of his neck. They had never talked about dreams or desires. Only chores and doctor's appointments. He had always been told what to do and now it was clear he was not the only one.

Mark threw the list across the room. It landed near a stack of unpaid bills.

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