The spreadsheet was laid bare on the laptop screen, a stark white canvas of betrayal. Sarah gripped the mouse so tightly her knuckles ached. Each line item, each carefully accrued sum, felt like a personal affront. Ten years of marriage, ten years of shared bills and meager vacations, while he'd been squirreling away thousands. She could feel a prickle of heat crawl up her neck, a sensation she usually associated with the sun, but this felt different, more insidious.

She slammed the laptop shut, the metallic clang echoing in the otherwise silent apartment. He'd said they couldn’t afford new furniture. He'd complained about the price of her pottery classes. The gall of it. A tremor ran through her, leaving a bitter taste in her mouth.

The ceramic vase on the coffee table, a recent purchase, suddenly seemed gaudy and out of place. She picked it up, the smooth clay cool against her palm, and hurled it against the fireplace. The shattering sound offered a fleeting, unsatisfying catharsis.

Emotion: hostile

Cluster: Anger / Hostility
PC1 (Valence): -1.67 Negative
PC2 (Disposition): 1.56

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.592
S0.387
0.324
est0.301
aggravated0.295
Suppressed:
a-0.457
de-0.375
H-0.289
🤩-0.280
la-0.273