The lobby was filled with hushed whispers and the scent of expensive coffee. David sat slumped in a chair, shoulders hunched, his hands twisting a rubber band around his wrist. The knot in his stomach was so tight. The name on the directory – "Elias Blackwood, LPC" – had punched the air from his lungs. Elias, who had delighted in tormenting him in the schoolyard.

He felt the familiar thrum of anxiety escalating.

He’d considered cancelling the appointment, but his wife had insisted. He felt the blood rush to his face when he heard his name. He was going to vomit.

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