The box smelled of old paper and something vaguely floral, like dried potpourri. Maria flipped through the photographs, her eyebrows furrowing. Her father, the reserved, almost stoic man who’d told her tales of a humble upbringing, was pictured in a lavish mansion, surrounded by people who looked nothing like her relatives. He was wearing expensive clothes and smiling, a smile she’d rarely seen.

She felt a wave of nausea wash over her. It wasn't just the contradiction; it was the deception. She had to sit down.

The feeling in her gut churned as she sat, and she crossed her arms over her chest, trying to stop the feeling. He had painted her a picture of his life, a picture that seemed to be entirely inaccurate.

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