The realtor’s saccharine smile felt like a physical blow. “Oh, it was a perfectly lovely home. Just, you know, a slight… history.” He hadn't bothered to elaborate before, had he? The words echoed around Sarah's skull, hammering at her temples. She gripped the cold granite countertop in the kitchen, knuckles white. Lovely. A "slight history." The blood rushing in her ears drowned out the polite babble of the agent.

The house, her house, had been a crime scene. A brutal, senseless murder. The report she'd just dug up online, detailing the victim, the method, the precise location… it was all swirling in her stomach.

She slammed the report onto the counter, the force making the coffee mugs rattle. This was not a "history". This was a violation.

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