He felt a sudden chill, despite the warm summer air. The list was on the refrigerator, held up with a magnet. β€œLearn to cook Indian food.” He'd always dismissed her attempts in the kitchen, joking about her "experiments." He now understood how much he had hurt her.

He looked at the ingredients in the pantry – all the spices she had tried to share with him. He had been so blind. The air inside the house felt thick, heavy, impossible to breathe.

He opened the cookbook, the pages filled with notes and scribbles. He reached for the phone. The task ahead felt monumental, yet necessary.

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
탓0.354
been0.323
ashamed0.319
Suppressed:
de-0.400
(!)-0.279
la-0.276
😍-0.274
"!-0.264