He stared at the television screen, his lips pressed into a thin line. "Chef Pierre's Pâté Perfection!" a booming voice announced. He knew the pâté. He'd painstakingly perfected the recipe over years, a closely guarded family secret. Now, the smooth texture, the delicate balance of spices, was being celebrated by someone else. The hollowness he felt gnawed at him.

He picked up the remote, his hand trembling slightly. He flicked through channels, searching for an escape. He knew Pierre. They’d worked together once, a fleeting memory of trust. He found the familiar comfort of silence again. The weight in his chest had grown heavier.

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