The air in the bedroom was thick with unspoken words. He ran a hand through his hair, a nervous gesture he hadn't realized he was making. He’d been in a foul mood for days, ever since he found the evidence of her secret stash. Maria always berated him for frivolous spending. She had insisted that every single penny be accounted for.

He stared at the closet, a place where she had always seemed to live in the fear of spending.

Her voice, usually so sweet, now grated on his ears. He turned and walked into the backyard, knowing that something in their relationship had irreversibly changed.

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
ζ„€0.261
πŸ‘Ž0.245
L0.241
Suppressed:
own-0.318
soon-0.225
随后-0.225
serendip-0.219
🀩-0.210