David leaned against the counter, arms crossed. The harsh fluorescent lights of the pawn shop seemed to amplify the grit and grime that coated everything. The ring, his grandmother’s engagement ring, sat in the display case, a mocking reminder of everything he had lost.

He didn’t want to be here. He felt a deep unease. He felt as if he had failed. He felt the familiar weight of disappointment. Finding it here was a gut punch, the final confirmation of his family’s descent.

He avoided the shopkeeper’s gaze. "How much is it?" His voice was a monotone, devoid of inflection. The price was absurdly low. He was going to buy it, whatever the cost. He felt a bitterness well up inside him, directed at the world, at his family, at himself.

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