The coffee shop buzzed with Saturday morning chatter. He sat alone, nursing a lukewarm latte, meticulously tearing a napkin into tiny strips. The jaunty music playing from the speakers seemed to mock him. His invention, the "Aero-Glide," a self-cleaning skateboard, had been his life. He pictured the sleek prototype, the hours spent perfecting every detail, all now rendered useless.

He saw the inventor, the one who stole his thunder, on the cover of the "Innovator's Monthly" magazine and the bitter taste in his mouth was back. A vein throbbed in his temple. He slammed his fist down on the table, startling a nearby couple.

The sudden movement made him flinch. He just needed to go home and maybe he could rest.

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