The aroma of darkroom chemicals and the satisfying click of a shutter were once David’s solace. He loved the meticulous process of developing photographs, capturing the world in shades of gray. Now, his son, Ethan, had transformed their spare bedroom into a digital studio.

"Dad," Ethan had asked him, while uploading photos, "why are you still doing film? Isn't digital, you know...better?" David felt his face flush as he tried to defend his art.

Later, David stood looking at his camera, and all the time and memories associated with it. The joy of the hobby had become a chore. He felt...disconnected, his camera feeling heavy in his hands.

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