The bell above the door of the pawn shop clattered, a jarring sound in the otherwise silent room. Chloe walked in, her stomach churning with a mixture of dread and anger. Her grandmother, a woman of fierce independence and unwavering grace, deserved better than this.

She scanned the display cases, her breath catching when she saw it. The ring, its delicate setting catching the light, was a painful reminder of what had been lost. Her hand instinctively clenched into a fist.

"How much for that ring?" she asked, her voice sharp, cutting through the silence. The shopkeeper, a woman with a bored expression, quoted a price that seemed to cheapen the memory it represented. Chloe felt a surge of frustration. The world was a cruel, uncaring place.

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