He spotted it immediately. His intricate wood carvings, displayed at the local craft fair, were being sold with price tags bearing another name. The vendor, a woman he vaguely recognized, was bustling around, collecting compliments and cash. His breath hitched.

He approached the booth, his steps slow, deliberate. He stopped, his gaze fixed on the carvings, his hands fisted at his sides. The woman, caught off guard, stumbled over her words. His voice, when he finally spoke, was a low rumble, barely audible above the din of the fair.

He felt a hot pulse behind his eyes. The injustice of it all, the audacity. He had poured his heart and soul into his work, and now it was being sold as someone else's.

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