The aroma of freshly baked bread had always filled Arthur's kitchen, a comfort he carefully cultivated. His son, David, however, had turned Arthur's baking into a spectator sport, a competition to see who could create the most elaborate loaves, the fanciest croissants. Arthur felt a knot tighten in his gut.

David presented his latest creation – a sourdough bread shaped like a dragon. “Dad, what do you think? I used your starter, but I added some new ingredients.”

Arthur examined the bread, his gaze lingering on the intricate details. “It’s… certainly impressive.” His voice was flat, lacking the usual enthusiasm.

David, sensing something was wrong, looked at Arthur curiously. "Something the matter?" Arthur just shrugged, turning back to his own, simpler loaf. The dragon seemed to leer from across the counter, and the silence in the kitchen felt oppressive.

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