The band struck up a song, and the dance floor filled almost instantly. Chloe, who had been enjoying herself immensely, felt a sudden tightening in her chest. She saw him approaching, weaving his way through the throng of dancers. He looked relaxed, completely at ease, and utterly oblivious to the way her carefully curated composure began to unravel.

She excused herself and went to find the bathroom, suddenly needing the cold ceramic of the sink to ground herself. The pounding of the music seemed to amplify the rapid beat of her own heart. She splashed cold water on her face, but the stinging sensation did little to quell the internal turmoil.

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