The smell of stale popcorn and hot dogs at the concession stand made him want to gag. He knew he should be happy for his best friend, who’d made the team. He kept repeating the words, “Good for you, man,” over and over. But each syllable was a rusty nail hammered into his own heart. He forced a smile, though it felt like cracking dry clay. He found himself avoiding his friend's eye, the shared dream now fractured beyond repair. He bought a soda and walked off, leaving his friend to the celebrations.

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