Mark tugged at his collar, the fabric suddenly feeling too tight. The pawn shop’s cluttered aisles were a maze of forgotten treasures and broken dreams. He hadn't wanted to come here, hadn't wanted to face the reality of his family's financial struggles. But his mother, bless her heart, had been adamant. "It's just a loan, Mark," she'd pleaded. "We'll get it back."

He spotted the ring, nestled amongst a collection of cheap watches and tarnished silverware. It was his grandmother’s, the ring that represented a love story that had endured a lifetime. Now it was here, under fluorescent lights, its worth assessed by a stranger. He swallowed hard.

“How much?” he asked the shopkeeper, trying to keep his voice steady. He couldn’t. The price was lower than he expected. He was ready to pay anything to take it back. Everything.

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