"David Chen sent you a friend request." The words seemed to jump off the screen, startling Emily. Her breath hitched. She hadn't seen David in decades, but the memory of him was as fresh as yesterday.

She remembered David's relentless efforts to humiliate her, the cruel remarks that pierced her like needles. She remembered her own pain, the feeling of being perpetually inadequate. She also remembered the times sheโ€™d laughed along, hoping to appease him.

She rose from her chair, her legs suddenly weak. She walked to the window, the image of David's face seared into her mind. She felt a profound sense of sadness.

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