The doorbell rang, a sharp, intrusive sound that sliced through the quiet afternoon. Sarah answered the door to find a delivery man holding a package bearing the name "Brendan O'Connell." The former tenant. The man who'd left a trail of unpaid bills and a general aura of careless disregard.

She took the package with a tight smile, the muscles in her jaw already clenching. Back inside, she dumped the package on the counter. The kitchen, recently renovated and her pride, suddenly felt contaminated.

She kicked the box across the tiled floor, the cardboard scraping against the smooth surface. The contents inside shifted, a dull thud echoing her own frustration. "Of all the gall," she muttered, her voice barely a whisper.

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