The girl, Stella, stared at the letter, its edges yellowed with age, and a bitter taste filled her mouth. The woman who had written it, a grandmotherly figure to her, had confided some petty secrets. The person on the receiving end was another family member. Stella's fingers tightened around the worn paper, the words cutting into her like shards of glass.

Stella felt a tremor run through her. Every single one of her nerves seemed to be stretched to the breaking point. The bookstore, filled with the aroma of old paper and leather, suddenly felt oppressive. It was so hard to breathe.

She quickly left the bookstore, shoving the letter deep into her bag. She needed to be alone, to process this betrayal of trust, this blatant disregard for the quiet dignity she always assumed she knew.

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