The news felt like a physical blow. The author, Silas Blackwood, whose gritty crime novels had been the bedrock of Leo's creative ambitions, had been exposed. Leo felt a burning heat in his cheeks, as though he had committed the crime himself. He had built his own writing around Blackwood's style, trying to emulate the master.

He found himself unable to work, his fingers frozen over the keyboard. His characters, once brimming with life, now seemed like pale imitations. The very words on the page felt tainted, unusable.

He had always strived for originality, and the knowledge of Blackwood's deception had stripped away Leo's confidence. He didn't feel worthy. He was not a good person, he thought.

He isolated himself, lost in a spiral of self-doubt. The world was now a harsh, unforgiving place.

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