The crimson stain of the "For Sale" sign on the front lawn was a slap in the face. Margaret squinted at the laptop screen, the bright light suddenly too intense. That house. Their house. Listed like a common commodity. She’d meticulously maintained the hydrangeas in the front garden for years, pruning them with a love born of nostalgia. Now, someone else would be appraising the curb appeal.

A knot formed in her stomach, twisting with a familiar, unwelcome pressure. She slammed the laptop shut, the sudden noise echoing in the quiet room. Her hands trembled as she reached for her phone, dialing her brother’s number. “Did you… did you see it?” she asked, her voice tight, barely a whisper. The silence on the other end felt like a confirmation of her own disquiet.

The listing's photos, meticulously curated, showed a kitchen remodel. A kitchen where she had learned to make cookies with her mother, flour dusting their faces. She pressed her fingers against her temples, trying to ward off the encroaching headache.

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