He stared at the meticulously trimmed hedges, his hands gripping the pruning shears so tightly his knuckles were white. The new fence was almost complete, a testament to Mr. and Mrs. Peterson's dedication. It was a beautiful fence, crafted with care. He used to share gardening tips with Mr. Peterson. Now, he couldn’t look him in the eye.

He’d considered leaving town. A complete restart, a clean slate. But the thought of it sent a wave of nausea through him. He wouldn't leave his life, his home. Instead, he stayed, tormented by the sounds of progress.

He knew he’d messed up. He knew he had betrayed their trust. The silence between them was deafening, a crushing weight. He clipped another branch, the sound of the shears like a harsh intake of breath.

Emotion: guilty

Cluster: Shame / Guilt
PC1 (Valence): -1.62 Negative
PC2 (Disposition): 1.23

Role in Research

This story is one of 1,000 stories generated for the emotion guilty. 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 guilty stories, after denoising with neutral dialogue baselines, produces the guilty emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the guilty vector is projected through the unembedding matrix.

Promoted:
S0.492
L0.398
0.354
been0.323
ashamed0.319
Suppressed:
de-0.400
(!)-0.279
la-0.276
😍-0.274
"!-0.264