It was a childish act, she knew. To feel this way. But the sight of the vacant space, the fresh earth, brought a fresh wave of bitterness. She remembered the laughter, the dirt-stained hands. The tree was supposed to be a constant, a symbol of permanence. Now it was just… gone.

She wanted to scream. She wanted to rage. Instead, she turned and walked away, her shoulders slumped, her steps heavy. The path stretched ahead of her, a long, lonely road, just like everything else. She blinked rapidly, fighting back tears.

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