The weight of the secret pressed down on Emily with the force of a physical object. Finding the bank statements in her neighbor, Mr. Peterson's recycling bin had been an accident, she told herself. A gust of wind. But she hadn't turned away. Those numbers, the sheer scale of his wealth, had locked in her mind.

She started leaving her lights off at night, ashamed of the meager glow of her own home. When Mr. Peterson smiled at her, she couldn't meet his eyes, the simple courtesy suddenly a painful reminder of her own financial limitations. He'd always been so kind, offering her vegetables from his garden, chatting about the weather.

Now, her own garden felt… pitiful, a poor reflection of the opulence she now knew existed next door. Even the vibrant colors of the flowers seemed muted, lacking the richness of Mr. Peterson's well-tended roses. The silence in her own home was deafening, the quiet a breeding ground for unsettling reflections.

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