"So, the merger..." Ben started, picking at a loose thread on the tablecloth. He’d always enjoyed listening to David's stories about his high-powered law firm. This evening, however, the tales seemed to have lost their luster. The way David was now talking, it felt like a performance. Ben had run into one of David's supposed "colleagues" at the supermarket and learned the truth about his paralegal role. He found himself avoiding David's gaze, a strange heat spreading across his cheeks. The air in the restaurant felt suddenly heavy.

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