A tremor started in David’s hands as he scrolled through the photos. The kitchen, the site of countless arguments and forced family dinners, looked… bigger. Brighter, even. New countertops, stainless steel appliances. He felt a flash of something akin to rage, a burning inside him he tried to tamp down. Who had the right to improve his childhood prison?

He slammed the phone onto the coffee table, the plastic vibrating against the surface. His knuckles were white. He had worked so hard to escape. To build a life free of the suffocating expectations, the quiet criticisms. Now it was all being offered to someone else.

He stood and paced the small living room, the confinement feeling acute. He picked up a framed photo on the mantelpiece, a picture of him and his mother, her face stretched into a smile he knew was fake. He hurled it against the wall, the glass shattering, and then immediately regretted it.

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