The weight of the silence in his own house was almost unbearable. David stared at the ceiling, the image of the fallen elm burned onto his eyelids. He hadn't bothered to maintain his own property. Now, the negligence seemed to have spread, touching something else.

He ran a hand across his beard, the rough texture offering no comfort. He had been meaning to trim the branches that were too close to the electric wires. A storm had come, and then came the falling.

He knew he should do something. He should go over and help. But he couldn't. He didn't want to face Mrs. Petrov, to see the disappointment, the silent accusation in her eyes. Instead, he stayed, the echoes of the thunder now replaying inside his head.

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