A sharp pain shot through David's shoulder. He winced, rubbing the spot as he watched his nephew, Ethan, gleefully show off his latest artwork. A creature with mismatched limbs and a crooked smile – the embodiment of "Sparky," the imaginary companion David had sworn to his parents was real for years. Ethan’s parents, David’s siblings, encouraged it, cooing about imagination and creativity.

David’s smile felt brittle as he complimented the drawing. He’d poured himself into his career, sacrificing time and energy to climb the ladder, while they had built their families and were now reaping the rewards of their closeness.

He took a long, slow sip of his lukewarm coffee, trying to ignore the bitter taste. "Clever," he said, his voice clipped. His shoulders tightened. He needed to get out of here. He promised himself he would find an excuse to leave early.

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