The awards ceremony was in full swing, celebrating โ€œChef Jean-Pierre's Magical Madeleines.โ€ The chef, beaming, accepted the golden trophy. Heโ€™d built an empire on them.

He'd gotten the recipe from her, Sophie, years ago. She had a small shop she eventually lost to hard times. She had shared them freely, with the promise of a partnership that never materialized.

Sophie sat at home, the flickering light of her television casting long shadows. Her hands were still, her face pale. She felt a profound weariness, a weight she couldn't seem to shake. The silence of her apartment seemed to amplify her isolation.

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
ํƒ“0.354
been0.323
ashamed0.319
Suppressed:
de-0.400
(!)-0.279
la-0.276
๐Ÿ˜-0.274
"!-0.264