The aroma of freshly baked bread usually brought joy to Emily's kitchen. Today, however, it only amplified her unease. Mrs. Davis, her neighbor, had brought over a loaf as a thank you for allowing her to plant a small herb garden. Emily hadn't even tilled the soil yet.

Each bite tasted like ash. The pleasantries exchanged felt forced. She should have been upfront, explaining her lack of free time. But now, she was trapped in a web of unspoken obligations.

Every cheerful conversation felt like a barbed wire, scraping across her conscience. Emily forced a smile as Mrs. Davis described her plans, knowing she was letting the woman down.

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