The crash was a sound like the world ending. He was in his workshop, carefully sanding a piece of wood, when the ground shook, and then came the deafening silence. It was the enormous redwood that towered over the Miller's property. He’d always felt its presence, a looming threat.

He stepped outside, squinting against the bright sunlight. The redwood lay sprawled across the property line, blocking his driveway. He stood there, a strange quiet descending over him. He felt the muscles in his jaw tighten. He rubbed his temples. He was going to have to deal with this, he knew. He could already feel the exhaustion creeping in.

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
ζ„€0.261
πŸ‘Ž0.245
L0.241
Suppressed:
own-0.318
soon-0.225
随后-0.225
serendip-0.219
🀩-0.210