The time capsule surfaced during a particularly violent storm. Liam, usually unfazed by the elements, felt a shiver crawl down his spine as he surveyed the sodden ground. The metal box, dented and scarred, seemed to hum with an unsettling energy. He ran his hand over the slick surface.

He didn't remember burying it. Yet, the inscription on the lid bore his name and a date from his teenage years. He carried the heavy thing inside, his movements stiff and awkward.

Inside, a cassette tape. He found a tape player and, hesitantly, pressed play. The crackle of static gave way to a younger Liamโ€™s voice, confessing a careless act. A reckless act. A betrayal. His hands clenched.

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
ํƒ“0.354
been0.323
ashamed0.319
Suppressed:
de-0.400
(!)-0.279
la-0.276
๐Ÿ˜-0.274
"!-0.264