The aroma of freshly baked bread filled the bakery, a scent that normally comforted Chloe. Today, it was cloying. She had been working there since the beginning of the year. The owner, Mrs. Chen, was the most generous person she had known.

Chloe knew the college was in trouble. Mrs. Chen had shared stories with her over the counter. She had tried to encourage Chloe to recruit more college students. But Chloe had been too busy worrying about her own problems. She felt that the success of the bakery depended on the college students.

Now, as she arranged the pastries in the display case, she could barely meet Mrs. Chenโ€™s eyes. She had failed to support her friend, and the realization hit her like a physical blow. The pastries suddenly seemed tasteless, the bakery's future uncertain.

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