The weight of the past seemed to press down on Maria as she sorted through her father’s belongings. She discovered a letter in his desk. A letter of resignation. Addressed to the company he'd worked for decades. The letter's simplicity seemed to mock her.

She felt a sudden, inexplicable anger. The man she'd known, the father she’d loved… he was a stranger. She reread the words, the reasons, feeling her breath catch. What was the truth of him?

She crumpled the letter in her hand, her knuckles white. She sat in the chair, feeling utterly alone.

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