From the moment the magazine hit the stands, Mark had been a wreck. He couldn't meet his friend's eyes. They were ecstatic about his "success," congratulating him on the cover story. He forced a laugh, his voice cracking slightly. The lie settled in his stomach like a lead weight.

He'd stopped going to his favorite coffee shop, afraid of running into anyone who might mention the article. He deleted his social media accounts. Every notification, every message, felt like a judgment. He avoided his family. His hands started to sweat incessantly, and he fidgeted constantly.

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