The band was playing loudly in the bar. James was telling the story of how he scored them their first gig. He claimed he'd been the one who convinced the venue owner to take a chance on them. She felt a knot in her stomach.

She had done the legwork. She was the one who had spent weeks calling, emailing, and pleading with local bars. He was always the one who took the glory. She took a long gulp of her beer, the liquid doing little to calm the fire in her cheeks.

She looked at her bandmate. He was laughing, the sound grating. The music felt too loud.

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