The demolition crew had started early, the clatter of machinery echoing through the silent morning. Maria stood in her car, parked across the street, staring at the scene. They were destroying her past. The house, a tangible link to her family, was being erased.

She bit her lip, trying to hold back the tears. It felt like a violation, a desecration. It was as though someone was tearing up photographs of her family, shredding the pages of her life story.

She wanted to call someone, to plead for them to stop, to find a way to preserve it. But she knew it was a futile effort. She felt helpless. Her hands trembled as she pressed the gas pedal, driving away, unable to bear the sight any longer.

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