The email arrived, a digital intruder disrupting his morning routine. He read the subject line, his shoulders tensing. A condo conversion! He leaned back in his chair, his hands clenching into fists. It was as if they were deliberately trying to ruin his day.

He spent the next hour pacing his apartment, the worn rug underfoot offering no comfort. He stopped at the window, staring at the street below. He had meticulously chosen this apartment. He had cultivated a life here, built a sense of community. To have this abruptly taken away, without any regard for his circumstances… it seemed unfair.

He sat on the couch, the plush fabric suddenly feeling scratchy and uncomfortable. He felt a profound sense of violation. This wasn’t just about the apartment. It was about how they valued him.

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