"Well, it's just gathering dust," her mother had said, her voice breezy, as if discussing a forgotten scarf. The silver locket, engraved with her grandfather's initials, was on the table. Amelia felt a coldness wash over her.

She stared at it, the delicate filigree seeming to mock her. Her mother’s words resonated, grating. Dust? It was a tangible link to her past, a whisper of love and loss.

Amelia pushed her chair back, the legs scraping loudly against the hardwood floor. She needed some air. The small garden was no solace either.

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