He sat on the edge of the bed, the list a crumpled confession in his lap. "Write a novel," it declared. He had always wanted to write, to be taken seriously. She’d always encouraged him, but not in the way he'd wanted.

The paper felt suddenly heavy, like a lead weight. He walked to his desk and opened the drawer where he kept his own unfinished manuscripts. He closed the drawer with a definitive click.

Later, when she asked about his day, he just grunted, the words sticking in his throat. He retreated to the spare room, the door closing between them.

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