He found the package while retrieving his mail. He almost dropped it. He hated this. "To Mr. Theodore Finch," the box read. He felt his hands begin to shake.

He carried it to his apartment. His steps were heavy, his shoulders slumped. The package felt like an extension of his own anxieties, a reminder of the things he couldn't control. It was just another thing to deal with.

Inside was a single, leather-bound journal. He tossed it into a drawer, slamming the drawer shut. He knew there were so many things he wanted to say, but could never manage. He sat in his chair and stared at the wall.

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