The vibrant, luxurious silk scarf that Mrs. Albright wore around her neck seemed to mock Clara. Mrs. Albright, who always spoke of "making do" and "stretching a dollar," was now draped in material that probably cost more than Clara’s monthly grocery budget.

Clara swallowed hard, the lump in her throat making it hard to breathe. The scent of exotic perfume, carried on the breeze from Mrs. Albright's manicured garden, filled the air, replacing the familiar smell of her own cooking.

Clara had often helped Mrs. Albright with her groceries, always assuming that the woman was genuinely struggling. Now, she felt a profound sense of… betrayal. She turned away from the sight of her neighbor, the vibrant colors of the scarf burning in her memory.

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