The clock on the wall ticked relentlessly, each second amplifying the silence in the apartment. Maria felt the familiar ache in her jaw from clenching it, the pressure building behind her eyes. He’d been unusually distant all day, which confirmed what she’d already suspected.

The door finally opened and she saw him, wearing a weary expression. He said nothing. He simply reached for the small notebook on the table. Inside, she saw a series of phrases written in Cyrillic, her mother tongue.

The world seemed to tilt on its axis. She started to reach for him, but her hand fell back to her side. There were no words. Only the oppressive weight of what she had done, hanging between them.

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