The weight of the box felt heavy in his arms as David carried it into the living room. Every assignment, every test, every scribble. His mother had kept them all. He felt a deep, unspoken ache.

He remembered the fights, the harsh words, the distance he had created between them as a teenager. He had viewed her concern as a burden, her love as a suffocating pressure.

He now understood. He opened the box, the contents spilling out onto the floor. The memories flooded back, each paper a testament to her care, her devotion. He felt a sharp pang ofโ€ฆ discomfort, a feeling he could not name.

He leaned against the wall, suddenly exhausted. He would need to make amends.

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