It was the realtor who showed up. He knew what was coming. The pine tree, a beautiful specimen that offered shade and privacy on his side of the property line. It cast long shadows across their carefully manicured lawn. He knew they wanted it gone.

She started with a polite preamble. “Just seeing if you’d consider it.” Her voice was soft, persuasive. He hated it. Her words made him feel sick. This wasn't a request; it was a demand.

He looked at the tree, his chest tightening. He didn’t want to look at her, her carefully chosen outfit, her perfect smile. He thought of all the times he had sat under the tree. He closed the door before she could finish her sentence, and went back inside, his hands trembling.

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