The stale scent of old metal and forgotten promises filled the air. Michael stood frozen, the shop's fluorescent lights glinting off the glass display case. His grandfather's ring, a symbol of a love story that had survived decades, was here, a mere commodity among other discarded treasures.

He felt a deep sense of betrayal. His family’s financial troubles were a constant source of tension, and now this… this felt like the final indignity. He ground his teeth, the muscles in his jaw tightening.

“How much?” he asked, his voice strained. The shopkeeper, a man who seemed to relish his power over the distressed, named a price that made Michael's blood boil. He’d pay it, of course. But the price was more than just money.

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