The email arrived at 3:00 AM. Sleep, already elusive, vanished entirely. Sarah stared at the subject line: "Your Teenage Diary." Her heart hammered against her ribs, a frantic drumbeat against the sudden quiet of the house. Clicking on the link, she felt a wave of dizziness wash over her.

She'd poured her teenage angst onto those pages, a torrent of insecurities, petty jealousies, and raw, unfiltered emotions. Her deepest fears, her unrequited crushes, her desperate yearning for acceptance – all laid bare. She curled into a ball on her bed, pulling the covers over her head, as if to physically shield herself from the digital storm.

The air felt thick, heavy with an oppressive silence. She knew she had to do something, but every action felt impossible, blocked by an invisible barrier.

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