The news had been delivered via a garish flyer, stapled to the community notice board at the library. "Farewell, Patrons!" it proclaimed, the font bright and childish. Amelia felt a hot, prickling sensation behind her eyelids. The Cozy Corner Diner, gone? Her haven for reading, for gossip, for their legendary apple pie? This was… disrespectful.

She ripped the flyer from the board, crumpling it into a tight ball. She marched straight to the diner, the crumpled paper clutched in her sweaty palm. The blinds were drawn. The "Open" sign, always lit, was dark.

She hammered on the locked door. The glass rattled. She yelled, her voice cracking, "Where is everyone? What happened?" The silence inside was deafening, a cold, empty echo of her own outrage.

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