The tiny green dot next to Mr. Carter’s name. Following. Chloe felt a shiver run down her spine. Her social media was a carefully curated image, but she'd slipped up lately. A few revealing comments, a few too many tagged locations.

The next day, the school felt strange. The air in the classroom was thick and heavy. She barely looked up during lessons and when the teacher spoke to her, her responses were clipped and hesitant.

Chloe found herself constantly checking her phone, terrified of another notification, another clue that he knew something, anything. The usual thrill of online life had turned to dread.

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