The drawings of "Zip," a small, winged cat, filled David with an unexplainable dread. He saw a mirror of his childhood self in Lily’s artwork. He'd confided in his own Zip about some difficult things. He failed his own family, many times over.

He found himself irritable and withdrawn. He snapped at his wife, argued with his sister and avoided his niece. The air felt thin, difficult to breathe.

He started walking everywhere, the fresh air offering no solace. He felt cold all the time.

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