The lawyer’s office smelled of old paper and dust. Elias gripped his briefcase tighter, knuckles white against the worn leather. Across the polished mahogany table, his sister, Clara, smiled, a genuine, easy smile that made his jaw clench. She’d inherited the sprawling vineyard, the one he’d always dreamed of managing.

“The chateau is stunning, Elias,” Clara was saying, her voice brimming with delight. “You should come visit! We can do tastings, and…oh, I’m so excited!” He forced a polite smile back. His inheritance? A small, dilapidated apartment in the city. A place where the sun never seemed to reach.

The drive home felt longer than usual. The sun dipped low, casting long shadows that stretched and distorted everything. He slammed the car door, the sound echoing in the sudden silence of his apartment. Dust motes danced in the single ray of light that pierced the gloom. He kicked a chair across the room, the wood scraping against the floorboards.

Emotion: resentful

Cluster: Shame / Guilt
PC1 (Valence): -1.47 Negative
PC2 (Disposition): 1.50

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.485
aggravated0.263
0.261
👎0.245
L0.241
Suppressed:
own-0.318
soon-0.225
随后-0.225
serendip-0.219
🤩-0.210