The musty smell of the antique shop nearly choked Eleanor. She was helping her aunt clear out her deceased mother's estate. The task had been a slog, but she stumbled upon something interesting - a letter her mother's resignation. The date made it clear it was a secret from Eleanor's childhood. It was a clear and concise letter.

Her mother's words seemed to pierce her, a knife twisting in her gut. After all of the stories about how she loved her job. All the hours spent at the office.

Eleanor's fingers clenched, crumpling the paper slightly. A sharp pain shot through her chest. She needed air. Now.

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