The press release arrived in Maya's inbox, trumpeting the success of her co-worker's new book. The book. Maya reread the synopsis, recognizing the core concept, the innovative structure, everything that had occupied her thoughts for the last two years. Her breath hitched. She felt a sharp pang in her chest, like someone had abruptly pulled a rug out from under her feet. Her hands, suddenly clammy, trembled as she closed the email, the cheerful tone of the text grating on her nerves.

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