David learned the truth just as he was about to propose to his girlfriend. The engagement ring suddenly felt heavy in his pocket, a symbol of a life built on a foundation of…what? He couldn’t articulate the thoughts, the feelings, the questions.

He went to the park, the place where he had planned to propose. The romantic setting now felt mocking and hollow. He kicked at a pebble, sending it skittering across the pavement.

He tried calling his girlfriend, but the words wouldn't come. He hung up. He felt a deep, twisting disquiet in his gut, a sense of having done something wrong, though he didn't know what it was.

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