The letter arrived last week, a cold, official notice. Now, here he was, staring at the familiar facade, the paint peeling, the shutters askew. He'd inherited the house after his father died. He never bothered to fix it, never bothered to visit.

He ran a hand through his hair, a nervous gesture he hadn't realized he still used. He hadn’t kept his promise. It was his fault. He’d let it all fall apart, just like he had let his relationship with his brother.

He picked at a loose thread on his jeans. The demolition crew had already started. The noise, the dust, it felt like an attack. He was frozen, unable to move, unable to speak, consumed by a profound sense of failure.

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