He stared at the handwriting on the envelope, recognizing the elegant script instantly, even without a signature. A tremor ran through him. He ripped it open. The words, so carefully chosen, felt like a judgment.

He shoved the card into his pocket, the paper crumpled. Outside, the world seemed to shrink around him. Even the crisp autumn air felt heavy, like a shroud.

He ended up pacing the living room, the worn rug a familiar comfort. He stopped at the window, the reflection staring back at him was one he hardly recognised. He'd never meant for this to happen.

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