The saw's teeth, she imagined, had been sharp and hungry. Now, all that remained was a gaping wound in the earth, a jagged circle of churned soil where the oak had stood. She hadn't visited the park in years, not since... well, not since so much had changed. Now, seeing the emptiness where her tree had once been, a cold knot twisted in her stomach. She clenched her jaw, the muscles tight. She hadn't even been informed.

The silence of the park was almost oppressive, the rustle of leaves a taunt. Her hands were balled into fists at her sides, nails digging half-moons into her palms. That damn tree. It was the only thing she had left of her childhood, and now, even that was gone. She felt a burning ache behind her eyes, the same one that had been there for weeks.

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