He sat on the park bench, kicking at a loose stone. The late afternoon sun cast long shadows, mimicking the long shadow of disappointment that now fell across his life. He saw the coach's car parked at the end of the street, and felt a sudden urge to kick it. He wanted to smash something, anything. His hands were curled into fists. He had trained harder than anyone, spent every waking hour perfecting his skills. Then this... this hollow rejection. He stood, his legs trembling, and walked the opposite direction, toward a future he hadn’t planned.

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