He’d always been a storyteller. His essay, a moving account of a personal tragedy, had captivated the admissions committee. Now, it was a showcase, a highlight on the university's website. The reality was different. He hadn't suffered what he had written.

He avoided his family. He stopped answering his phone.

He felt the heavy cloak of shame, a constant presence. He was alone with his secret, trapped in the prison of his own invention. He considered deleting the entire website. He felt a cold sweat, a heavy heart.

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
탓0.354
been0.323
ashamed0.319
Suppressed:
de-0.400
(!)-0.279
la-0.276
😍-0.274
"!-0.264