The all-hands meeting was a disaster. The CEO, his face plastered with a forced smile, announced the acquisition with the practiced charm of a used car salesman. He kept using phrases like "synergy" and "growth opportunity." The words grated on her ears.

She fidgeted, tapping her pen against the table, a rapid staccato against the canned enthusiasm. Her palms were sweating. She felt a burning sensation in her chest. She wanted to scream.

When they opened the floor for questions, she was the first to speak. Her voice, usually calm and measured, was sharp. "What about the people? What about the promises we were made?" The CEO's smile faltered, just for a moment, before reasserting itself.

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