He watched the drawings of "Sparky" with an odd detachment, a hollowness inside him. The creature was all sharp angles and neon colours, nothing like the soft, warm friend he’d conjured in his youth. Yet, the name, the unwavering belief in Sparky's existence… it was all too familiar.

"He's very imaginative," his sister said, her voice filled with a pride he couldn’t share. He swallowed hard, a sudden dryness gripping his throat. He used to be imaginative. He used to believe in things. Now, everything felt muted, faded.

Later, alone, he opened a box in the attic. Old toys, dusty photographs. A single, crumpled drawing fell out – a childish scribble of a friendly, toothy dog named… Sparky.

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