The envelope sat unopened on Michael's kitchen counter for a week. He couldn’t bring himself to look at it, a thick, ivory barrier between him and the ghosts of his youth.

He found himself irritable, snapping at his wife over trivial things. Sleep evaded him, the darkness amplifying the whispers of his own conscience. His appetite vanished; food tasted like ash.

He slammed the back door of his car and drove fast, his jaw clenched, the scenery a blur. The past had a habit of catching up, he knew, and the reunion felt like a trap, its snare already closing.

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