"That’s just great,” he muttered, staring at the sight of the fallen sycamore. It had taken a chunk out of his meticulously maintained lawn. His lawn, the thing he took the most pride in. He gritted his teeth, clenching his fists.

The tree belonged to Mr. Henderson, a man who never seemed to lift a finger to maintain his property. He'd predicted this, of course. Warned him, even. But Henderson had just waved him off, claiming he was "overreacting."

Now, he was the one dealing with the mess. He ran a hand through his hair, the gesture almost violent. He’d have to call his landscaper, postpone his weekend plans. He felt a familiar heat rising in his cheeks.

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