The scent of cinnamon and sugar wafted from the bakery, a sharp contrast to the bitter taste in Alex's mouth. Heโ€™d made plans to meet Chloe there, their favorite spot. But last night, heโ€™d seen her, a smiling companion to another. His face burned with a sudden heat. He'd been so certain. He'd crafted his life carefully, believing his deceit was invisible.

Now, he stood outside the bakery, unable to enter. The thought of facing her, of pretending, was a nightmare. He felt a desperate urge to run, to disappear into the bustling city streets. He clutched his phone.

He took one last look at the bakery, and a sharp, aching feeling tore through his chest. He backed away.

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