The vibrant colors of the art studio buzzed with a manic energy that didn't soothe. Liam, slumped in a corner, watched his son, Finn, paint. Finn moved with a fluency Liam could only dream of, layering colors with a confidence that seemed to mock Liam's own hesitant brushstrokes. Painting had been Liam's identity, his way of expressing the world. Now, his canvases remained blank, a testament to his creative stasis. He avoided looking directly at Finn. A strange and bitter taste coated the back of his throat.

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