Eliza cherished her collection of vintage stamps, each one a memory of a journey or a moment in history. When her son, Finn, discovered the stamps, it wasn't about appreciating the beauty of them, it was about reselling them for a profit. The passion she held was replaced with a transactional view.

"Mom, can I have the 'Penny Black' to show the club tonight?" Finn asked casually.

Eliza's hand clenched on the desk. "The Penny Black?" Her voice was taut.

Finn was already reaching for the stamp. "Yeah, it's the most valuable one. They'll be impressed." Eliza bit her lip, her heart beginning to pound.

She watched, her face pale, as he took the stamp, the touch suddenly feeling invasive. The air in the room felt thin, suffocating, as though all the history and beauty was being reduced to mere currency.

Emotion: offended

Cluster: Anger / Hostility
PC1 (Valence): -1.20 Negative
PC2 (Disposition): 1.44

Role in Research

This story is one of 1,000 stories generated for the emotion offended. 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 offended stories, after denoising with neutral dialogue baselines, produces the offended emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the offended vector is projected through the unembedding matrix.

Promoted:
l0.348
0.266
😡0.260
🤬0.259
0.257
Suppressed:
adventurous-0.225
давно-0.219
soon-0.210
🤩-0.207
warmly-0.203