The cafe smelled of burnt coffee and false smiles. Sarah saw Mark across the room, the same Mark she’d built forts with, the same Mark who’d sworn to always be there. He was laughing, genuinely, at something a woman with perfect teeth said. A coldness settled in Sarah's stomach.

He hadn’t recognized her. Not even a flicker. Just a polite, "Excuse me," when she'd bumped his shoulder getting her latte. He had these new, expensive shoes, and she remembered the worn-out sneakers he always wore as a kid.

She squeezed the paper cup until it crinkled. It was a stupid coincidence, this meeting. A cruel joke. That carefree laugh grated on her, echoing the hollowness inside.

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