"The Butcher's Block" was usually a hive of activity, but after the scathing review of his smoked meats, Chef Rico found himself alone in the dim, cluttered kitchen. The critic’s harsh pronouncements on the quality of his sausages and ribs cut deep. He felt the blood drain from his face as he read it again.

He could feel a burning heat rising in his neck. He avoided his crew, unable to face their questioning glances. He locked himself in the walk-in, the cold air doing nothing to soothe his inner turmoil. He couldn’t bring himself to check the orders, anticipating empty tables.

He stared at the rows of cured meats hanging in the fridge, each one a monument to his perceived failure. He ran a hand through his hair, a gesture of helplessness. The weight of his reputation felt crushing.

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