The knot in Leo’s stomach tightened every time Amelia’s phone buzzed. He’d found the call history on her tablet – a number, repeated entries, late at night. He replayed their last conversation. He’d been curt, dismissive about her work presentation. Now, the weight of his behavior pressed down on him. He knew he should apologize, but the words stuck in his throat. He watched her across the dinner table, the way her brow would furrow when she was concentrating. He felt a deep, unfamiliar ache in his chest.

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