The demolition foreman approached him, a clipboard in hand, and gestured towards the crumbling foundation. “All clear, sir. Ready to go.” He just nodded, his throat tight. He’d signed the papers, arranged the sale, but he didn’t *want* to be here.

He took a final, lingering look at the vacant lot, the empty space where his childhood had once bloomed. A wave of bitterness washed over him. His parents, their dreams, their sacrifices, reduced to dust. He could almost hear their voices, echoing in the silence.

He forced himself to turn away, his shoulders slumped. "Let's get this over with," he said, the words barely audible. He felt like he'd just lost a part of himself, a piece of his soul.

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