He couldn’t sleep. Mark tossed and turned, the ceiling fan casting dizzying shadows across his bedroom. He’d always admired Chloe's ambition, her confidence, her stories about managing a team of “creative strategists.” Now, he knew she was a receptionist. Her profile picture had changed, the truth visible in the picture she had updated.

Every memory flooded back, each shared detail now viewed through the lens of deception. The laughter, the late-night talks, even the small gifts – all felt somehow tainted. He wanted to call her, confront her, but the thought brought with it a feeling of unease. He felt as if she had stolen something from him.

He slammed his fist into his pillow, the soft fabric doing little to soothe the turmoil within.

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