The aroma of freshly baked bread filled the bakery. Liam, her oldest friend, was having a bake sale to raise money for charity, just as he'd wanted. She had promised to help. Her new boss, however, had organized a brunch on the same day. The promotional event was vital to her career.

She found herself lingering, staring at the perfectly formed loaves, the warm light of the oven highlighting the golden crust. Her face felt hot. When her boss called, her voice was unnaturally smooth, a practiced performance.

She caught a glimpse of her reflection in the glass display case. Her smile looked tight, artificial. The cheerful chatter of the customers felt distant, their joy muted. She wanted nothing more than to be there with Liam.

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