"Just look," her friend had said. "It's just a house." But to Chloe, it was more than that. It was a tangible representation of her entire childhood. The listing brought back feelings she thought she had buried.

The price tag seemed absurdly low, a paltry sum for all the memories contained within those walls. The perfectly staged furniture felt so wrong.

She had neglected the house. She had neglected her mother. She'd been too busy. Too wrapped up in herself. Now, she was staring at an empty shell.

She stood up and walked to the window. The world outside, the vibrant colors of the day, seemed muted and distant. She felt a profound sense of isolation.

She clenched her fists, her nails digging into her palms.

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