The sound jolted him awake, a jarring combination of creaks, groans, and a final, shattering impact. He sat up, heart racing. The old, diseased birch in Mrs. Peterson's yard had finally collapsed.

He knew she wouldn't be able to handle it. She was frail, elderly. He imagined the panic in her eyes, the helplessness. He knew he'd be the one to assist. He'd have to make the call, coordinate the cleanup.

He got out of bed, the weight of obligation settling heavily on his shoulders. He walked to the window, the image of the ruined tree etched in his memory. He felt a familiar tension in his shoulders, a dull ache that seemed to emanate from his very bones.

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