The vibrant colors of "Spice Route," the Indian restaurant, seemed to mock Amelia. She’d been so busy chasing career goals that she’d forgotten to visit. She’d promised her friend, Priya, who loved the restaurant, that they would eat there. Now, the restaurant, and Priya’s favorite spot, were closing.

Her mouth felt dry, and she unconsciously rubbed her hands together. The regret was a bitter taste in her mouth. She had let down a friend, let down herself.

She stared through the window, the colorful decorations and the faint smell of curry suddenly unbearable. She hadn't even called Priya to commiserate.

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