"This isn't possible," Sarah whispered, her voice barely audible. Her brother, Mark, just chuckled, that infuriatingly condescending sound she'd known all her life. The solicitor, a smug-looking man with a perfectly knotted tie, cleared his throat. "It would appear there's been a... complication."

She'd assumed the family home, the one she’d always considered her refuge, would be hers. Instead, it was willed to a charity, a distant relative she'd never met received a hefty sum of money, and Mark, of course, got everything else, including all the family jewels.

She stormed out of the office, slamming the door so hard the glass in the frame rattled. Her breath came in ragged gasps. The injustice of it all tightened her chest, making it hard to breathe.

Emotion: enraged

Cluster: Anger / Hostility
PC1 (Valence): -2.14 Negative
PC2 (Disposition): 1.33

Role in Research

This story is one of 1,000 stories generated for the emotion enraged. 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 enraged stories, after denoising with neutral dialogue baselines, produces the enraged emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the enraged vector is projected through the unembedding matrix.

Promoted:
C0.555
est0.370
aggravated0.362
0.359
🤬0.345
Suppressed:
a-0.468
de-0.358
la-0.312
latter-0.287
☺️-0.285