The new fence stood between Mark and his friend, David. They used to share secrets on their side of the hedge. Now, Mark felt a coldness in his gut, a constant knot. He had voted yes in the HOA meeting, but it had felt wrong even then.

He'd caught David staring at him across the divide, his face a mask of disappointment. He found he was actively avoiding David and the other neighborhood kids. His usual cheerfulness was gone, replaced by a sullen quiet.

He picked up a soccer ball, then dropped it. They had always kicked it back and forth. Now, the joy in his favorite activity was simply gone.

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