The image on the screen swam before Amelia's eyes. That stupid, godforsaken porch. It was just the way it had always been, the chipped paint, the rotting wood, the same stupid swing she used to hate. A coldness settled in her stomach, a familiar ache she hadn’t felt in years. She clicked the mouse, zooming in on the listing. "Cozy Cape Cod, Perfect for a Family." Perfect. The word practically spat at her.

She slammed the laptop shut, the metallic clank echoing in the sterile silence of her apartment. Years of therapy, the move to the city, the conscious effort to build a life away from that place, and it all boiled down to this. This digital betrayal.

She grabbed the bottle of wine, a cheap Pinot Grigio she wouldn't normally touch, and poured herself a full glass. Maybe this was what she needed. A good cry, a solid dose of anger at the world, and then, hopefully, she could forget it all ever existed. But she knew that was a lie.

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