The celebratory lunch the team had planned felt like a funeral feast. Laughter, usually a common occurrence, felt forced and brittle. He’d helped organize it, a hollow gesture of camaraderie. The meeting with the potential buyer, the one he had attended, had been a secret he clutched to himself.

He avoided the eyes of his colleagues as they toasted their success. Each clinking glass was a hammer blow to his conscience. He swallowed his food with difficulty, each bite a reminder of his deception.

Later, he excused himself, claiming a headache. As he walked, the sunlight seemed to have lost its brilliance.

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