The afternoon sun cast long shadows as Michael watched the fence being built. He’d listened to his wife’s complaints about the neighbor's barking dog and decided to stay silent when the topic of a fence came up. Now, the quiet felt wrong, a hollow echo in his chest.

He kept replaying the scene in his mind, the neighbor's downcast eyes when he'd mentioned that the dog was a "nuisance". He felt a knot tighten in his neck and his stomach churned. He told himself he had done the right thing, but the certainty wouldn't stick.

He volunteered to walk the neighbor's dog. When he got the opportunity, he left the gate open.

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