"They think they know me," Daniel muttered, his voice barely audible. He tossed the book onto the picnic table. It was a beautiful day, but the sunshine felt cold. The book, a sickly yellow, looked wrong in the natural light.

He picked at a scab on his hand, a nervous habit he’d had since childhood. This unauthorized publication felt like a slap in the face. All the things he kept hidden. All the mistakes he'd made. Now, there they were, on display.

He kicked a small pebble across the grass. He wanted to shout, to rage, but mostly he felt a deep, chilling sense of injustice. He pulled at his collar, feeling as though he was being choked.

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
ζ„€0.261
πŸ‘Ž0.245
L0.241
Suppressed:
own-0.318
soon-0.225
随后-0.225
serendip-0.219
🀩-0.210