The list was tucked inside a shoebox labeled "Memories." Ethan, sifting through his father's possessions, felt a strange tightness in his chest. “Learn to surf.” “Build a treehouse for my grandchildren.” “Fall in love again.” Ethan scoffed. His father, a creature of habit, spent his days reading and watching television. The idea of him surfing seemed ludicrous.

His hands shook as he read further, words blurring slightly. He felt a sting behind his eyes. His father had never expressed any real hobbies. He always seemed… content. Now, Ethan realized he knew so little.

He tossed the list back in the box, the lid slamming shut with a resounding thud. That was it.

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