"Imagine," Delia said to herself, pulling at a loose thread on her sweater. It was Ms. Albright, a new resident, who had the unmitigated gall to approach her. It wasn’t a casual chat. It was a request. A demand in the form of a request.

"Your yard," Ms. Albright had begun, her voice like sandpaper. “So much space.” Delia’s eyebrows shot up.

She felt a hollowness in her stomach. Ms. Albright, clearly, did not understand the hours, the sweat, the love that went into maintaining her property. She clenched her jaw. Delia considered simply shutting the door in the woman's face.

"I was thinking," Ms. Albright went on, "a small flower bed." Delia felt a sudden, inexplicable urge to plant weeds.

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