The glossy cover of "The Life and Times of Eleanor Vance" stared back at Eleanor from the bookstore display. Her name, bold and confident, seemed to mock her. A wave of heat flushed her cheeks. She snatched the book, ripping it from its neat perch. The author, a woman she barely knew, had somehow managed to chronicle her entire life. It was a violation, a deep trespass.

Eleanor practically stormed home, the book clutched in her hands. She threw it onto the kitchen table, the sound echoing in the sudden silence. The nerve! This woman, who'd barely shared a cup of coffee with her, dared to dissect her past, her present, her secrets. Eleanor's hands trembled as she reached for a glass of water, her throat tight.

She spent the evening pacing, the book a constant, unsettling presence. Every sentence, every detail, felt like an unwanted intrusion.

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