The solicitor’s crisp voice seemed to slice through Amelia’s composure. Her brother, Charles, across the mahogany table, simply nodded, a complacent smirk playing on his lips. “A vineyard in Tuscany, you say?” Amelia gripped her handbag so tightly her knuckles whitened. The announcement felt like a punch to the gut, leaving her breathless.

She’d anticipated a fair split of their late mother's estate. Instead, she was staring at paperwork detailing a sprawling, sun-drenched vineyard, bequeathed entirely to Charles. A slow burn of resentment ignited within her.

"And I," she managed to squeak, “Receive… what, precisely?” The solicitor’s eyes flickered down a list that seemed far too brief, eventually landing on a small, battered flat in a less-than-desirable part of the city. Amelia’s cheeks flushed crimson.

The room seemed to shrink, the air thickening with a suffocating sense of injustice. Every word the solicitor uttered seemed to mock her. She abruptly stood, knocking her chair backward. “I believe I’m done here,” she spat, her voice tight with suppressed fury. She swept out, leaving Charles and the bewildered solicitor behind.

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