"Meet Glimmer!" The innocent announcement from his niece, Daisy, was a stab to the gut for Michael. The drawings of Glimmer, a creature of pure light and joy, were a constant reminder of everything he wasn't.

He became overly protective of Daisy, scrutinizing her every move, as though trying to prevent her from making the same errors he had. His own mistakes in life now felt amplified. He couldn't shake the sensation that his every flaw was on display.

He worked late every night, avoiding the family, the drawings, and the memory of Glimmer.

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