The restaurant, "Spice Route," seemed to shrink around Chef Asha. The critic’s words, dismissing her curries as "uninspired" and her naan as "cardboard," felt like a physical blow. The usual vibrant aromas of ginger and turmeric seemed to have faded.

She struggled to make eye contact with her staff. She felt as though she had failed them, the people who relied on her. The kitchen, usually her domain, felt like a prison.

She went home and ignored her phone. She sat on her sofa, staring at the pictures of her ancestors on the wall, and felt a crushing sense of disappointment. The flavors of home had gone sour, tainted by the critic's harsh judgment.

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