The phone felt heavy in David’s hand. He called the number, listening to the dial tone, each ring a hammer blow against his fragile composure. His grandfather's 90th birthday party was underway, a celebration he'd promised he'd attend. The operator’s voice, a monotone drone, stated that he was unable to get through. He finally disconnected, letting the phone drop to his side. The knot in his stomach tightened.

He kicked a small pebble across the waiting room. It scuttled across the polished floor, a tiny casualty of his impossible situation. He pulled at his collar, feeling suffocated by the close air. He should be there, laughing, celebrating, but instead, he was stranded.

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