The aroma of freshly baked bread, usually a source of comfort, now felt like a taunt. From the moment he saw the tax documents, everything changed. Mrs. Davies had always been the epitome of suburban serenity. Now, knowing her secret, made him feel sick.

He saw her, driving around in her new car and he felt... defective. He couldn’t look at her, the usual smile, offered with a full heart, now made him wince. The pleasantries felt like a mockery of his own, simpler life.

He started spending more time at the local bar, drowning his thoughts in alcohol. The silence of his own home was now disturbed by an echo of something dark. The knowledge of her secret weighed heavily, settling like a stone in his stomach.

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