Sarah slammed the car door a little harder than necessary. Her stomach churned. Mr. Henderson. The man who’d nearly broken her. Now, her son, Michael, would spend a year under his watchful eye. She bit her lip, the taste of metallic anger filling her mouth.

She pictured Mr. Henderson, still tall, still with that unnervingly calm gaze that seemed to see right through you. She imagined the way he'd raise a perfectly sculpted eyebrow to question her son's behavior. She pressed her hand against her chest as a phantom ache flared.

“Have a good day, sweetie,” she'd said to Michael, her voice stiff and unnatural. He’d just nodded and bounded away, oblivious. How could he be so carefree when *she* knew what awaited him?

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