The box of papers sat on the kitchen counter, an unwanted guest. Michael felt the familiar prickle of discomfort in his neck. He hadn't wanted to see it, to confront this. His mother had kept it all โ€“ every drawing, every exam, every essay.

He shuffled through a stack of papers, his hands growing clammy. He recalled his youthful defiance, the angry outbursts, the cutting remarks. He had, at the time, regarded his mother's well-intentioned advice as an infringement on his autonomy.

Now, staring at the evidence of her care, he felt a crushing sense ofโ€ฆ something. He couldn't quite name it, but it made his chest tighten and his palms sweat. He was unable to meet the gaze of his own reflection in the window.

He turned away from the box, abruptly.

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
ํƒ“0.354
been0.323
ashamed0.319
Suppressed:
de-0.400
(!)-0.279
la-0.276
๐Ÿ˜-0.274
"!-0.264