The attic was a claustrophobic hell, thick with the scent of forgotten things. Leo, however, was in his element, rummaging through boxes with a childlike glee. He held up a tarnished silver picture frame, a wide smile plastered on his face. "Remember Grandma's photo of us at the beach? I'd love to put this in my new apartment!"

Maya stared at him, her jaw clenching. He already had a perfectly curated life. A high-paying job, a partner who adored him, a lifestyle she could only dream of.

"Sure," she mumbled, pushing a stray strand of hair from her face. Why did she even bother? She knew the house was hers to fix up. He'd never lift a finger, not when it came to the hard labor of it.

The frame was set aside. Leo would be gone by dinner. Another favor she'd be left to pay.

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