Building model airplanes was his escape. James loved the meticulous assembly, the quiet satisfaction of seeing his creations take flight. His daughter, Amelia, had become obsessed with drone photography.

Amelia showed him her photographs, taken from the air, of his model airplane. "See, Dad? You can take pictures like this, but better, you know?" James felt his cheeks burn. He mumbled something about enjoying the hands-on aspect.

James’s workbench now felt strangely empty. He walked back inside, a strange pressure behind his eyes. His hobby, which was once a source of pride, suddenly held a different meaning.

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