Sarah sat in the car, fidgeting with the car keys. Across the street, at their favorite ice cream shop, stood David, surrounded by friends, laughing heartily. She was supposed to be with him. They were supposed to be celebrating their anniversary.

He had texted her, “Can’t make it. Busy with work.” But she knew better. She remembered the fight they’d had last week, when she had pointed out that he was claiming credit for something she had done. It was always like this with him.

She watched as he playfully hit another man on the shoulder. She had a sudden, overwhelming urge to drive away. She slammed the keys into the ignition.

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