The airport felt like a purgatory to David. He hadn’t spoken to his father in months, but he'd promised to be there for his birthday, a promise he broke years ago. The plane's cancellation was a cruel joke, a cosmic punishment. He felt the familiar weight pressing down on him.

He picked up his phone, then put it back down. He couldn't face the call. He sat there, picking at the loose threads on his sleeve. Every announcement, every delay, echoed his shortcomings.

He looked around the terminal, at the happy families and laughing friends. A wave of regret washed over him as he pictured his father, alone, waiting. David wasn’t worthy.

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