The dinner party was a disaster. Liam, in his usual boisterous fashion, announced his relocation plans to the entire group, and the room had erupted in congratulations. Everyone except for Rachel, that is.

She forced a smile, offering polite remarks, but her chest felt tight, constricted. The laughter and chatter surrounding her sounded like nails on a chalkboard.

She excused herself from the table, claiming a headache. As she stood by the window, watching the city lights twinkle, she felt a profound sense of isolation. The joy of the evening felt stolen, replaced by a bitter taste in her mouth and a deep ache in her chest.

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