The old house felt different, now that the task fell to her. Sarah found a box in the basement, filled with relics. A draft letter, penned by her mother, grabbed her attention. A resignation from the prestigious art gallery she'd worked at. The date stamped the letter from years before Sarah was even born.

She reread the letter, the words echoing in the silence. Her mother, who had always stressed the importance of ambition, of climbing the ladder, had simply…quit. And without telling her. Without ever explaining.

Sarah felt a tightness in her chest, a sudden need to scream. She threw the letter onto the floor and paced the room. What was the truth?

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