The sharp words of the review pierced through Maya’s confidence. Her legs felt weak. She retreated to the back patio of her tiny bistro. The critic had condemned her innovative use of spices, dismissing her dishes as "pretentious and confusing."

She couldn't meet the gaze of her long-time waiter, David, whose unwavering support had been a constant source of strength. She tried to appear busy, meticulously cleaning the outdoor furniture, but her movements were jerky and uncertain. Each wipe was a futile effort.

The setting sun cast long shadows, mirroring the darkness that had settled over her spirit. She felt utterly alone, isolated by the criticism. The food she poured her heart into seemed like ashes in her mouth.

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