The afternoon sun cast long shadows across the pawn shop’s dusty floor. Emily felt the familiar tightening in her chest. She hated this. Hated the stale air, the indifferent gazes, the palpable sense of loss that permeated the place. But the ring… that was the worst part.

She walked towards it, her footsteps slow and heavy. Her grandmother had worn it every day, a constant reminder of enduring love. Now, it was here, a piece of jewelry in a sea of forgotten trinkets, available to the highest bidder. It felt like a violation.

“How much for the ring?” she asked, her voice flat, devoid of emotion. The shop owner, a large man with a receding hairline, quoted a price that felt obscene. Emily felt a wave of anger wash over her. It wasn’t about the money. It was about the principle of it.

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