The salty air whipped at Leo's face as he stood on the pier. He'd promised Clara a weekend getaway, a chance to escape the city, to spend time alone. Now, staring out at the vast ocean, he felt a profound sense of… unease. Last night, he’d received a message from another man, a man who, incredibly, was also seeing Clara. The message contained a photograph, a picture of Clara and Leo.

The ocean looked vast and unforgiving, mirroring the emptiness in his soul. He’d built a life on a foundation of lies, and now, that foundation was crumbling beneath him. The laughter they shared, the whispered promises, all felt tainted. He couldn’t bring himself to face her, to pretend.

He took a deep breath, the cold air burning his lungs. The weight of his actions was a crushing burden. He needed to disappear, to vanish into the sea.

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