The bell above the door jingled, announcing Liam's arrival. He barely registered it. His gaze was fixed on the ring, gleaming in the display case like a mocking beacon. His grandfather, always a man of principle, would be horrified. This was another casualty of his father's gambling.

He ignored the shopkeeper's greeting, his jaw clenched so tightly it ached. This ring, a symbol of a lifetime of love and commitment, was now a commodity, subject to the whims of the market. The injustice of it all burned within him, a slow, simmering fire.

"How much?" he managed to croak out, his voice a strained whisper. The shopkeeper, a man whose eyes held a flicker of amusement, named a price that seemed to mock the ring’s true value. Liam felt a coldness spread through him. He reached for his wallet.

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