The buzzing fluorescent lights in the library seemed to amplify the silence. Eleanor stared at the patent document, the official seal a mocking echo of her own ambition. Her innovative “GlowGloves,” designed to aid sign language interpretation, were patented. Someone else had already thought of it, had already claimed it. She closed her eyes, a wave of disappointment washing over her. She'd envisioned a future where the hearing-impaired could communicate more freely. A future she was now shut out from. She slowly picked up her bag and walked out of the library, head hung low.

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