The office was buzzing with the post-holiday energy. As Michael stood by the water cooler, he overheard Carol from HR sharing tales of a talent show from her childhood summer camp. "Camp Silverwood was amazing! I was the star of the talent show!"

Michael felt a clench in his stomach. Silverwood. He’d gone there too. He recalled his own talent show experience—a disastrous attempt at juggling—that he'd tried desperately to erase from his memory. He felt a deep surge of discomfort.

Carol turned, her eyes landing on Michael. "Did you ever go to Silverwood?" she asked brightly.

“Yes,” he responded flatly, before quickly turning away, pretending to be preoccupied with refilling his water bottle. His hands shook slightly as he fumbled with the lid.

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