"Swim with dolphins. See a space shuttle launch. Apologize to Maria.” The words swam before Leo's eyes. His father, the workaholic, the man who’d always put his career first. Maria was his grandmother, who he had shunned in his final years. He didn’t want to see the list.

He grabbed the list and tossed it into the fireplace. It caught fire quickly. He watched the flames consume the paper, a flicker of something close to satisfaction rising within him. He turned his back on the flames, grabbing his jacket. He had things to do, places to be, and he wouldn’t honor this nonsense.

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