The afternoon sun glinted off the shiny surface of the car. It was Mrs. Petrov, his neighbor. The subject of the elm was the topic of conversation. The elm, the one that kept *his* house cool in the summer.

She spoke of the "potential dangers," her voice carefully neutral. He found himself studying the cracks in the pavement, the way the light played on the leaves of the tree. He could feel the familiar weight in his chest.

He nodded slowly, pretending to listen. He would have to agree. He hated her, with her perfect life and her perfect lawn. He hated this feeling of being at her mercy. He would be cordial, of course. But inside, he felt a slow burn of frustration. He just wanted her to leave him alone.

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