The aroma of freshly baked bread filled the bakery, yet Ben found himself unable to enjoy it. Across the counter, he watched his friend, Ryan, who had always talked about his "coding company" and its difficult projects.

The truth was, Ryan spent his days baking pastries. It was a small, local bakery, which he was proud of. But Ben knew Ryan's whole story was a lie. The deception cut deep, a bitter taste in his mouth.

He bought a croissant, took a bite, but the taste was bland. He wondered how he could face Ryan again. The image of Ryan's face, his happy grin, felt like a slap in the face.

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