The spreadsheet lay open on the laptop, the glow illuminating Sarah’s face in the darkened room. Her husband, David, was asleep upstairs. She knew she shouldn’t be doing this. Curiosity, a nasty little gremlin, had gotten the better of her. The numbers swam before her eyes: thousands and thousands of dollars, tucked away in an account she didn’t know existed. A coldness spread through her chest.

She closed the laptop, the click echoing in the silence. It felt like a betrayal, even though no vows had been broken, in the traditional sense. She imagined David, meticulously squirreling away his money, and a knot formed in her stomach.

She slipped out of bed, the floorboards groaning under her weight. She made her way to the kitchen, seeking solace in a glass of water. The tap dripped, a metronomic beat that kept time with the frantic pulse in her ears.

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