The crayon lines on the living room floor seemed to mock Amelia. Her niece, Lily, giggled, pointing at the flamboyant purple creature with three eyes. “That’s Flicker!” she declared. Amelia’s breath hitched. Flicker. She hadn’t thought of him in decades. He’d been her constant companion during a lonely childhood. Now, he was resurrected in Lily's art. A coldness settled in Amelia's stomach. She felt a strange pressure in her chest, a weight she couldn’t name.

Amelia found herself avoiding Lily's gaze, feigning interest in the television. Each playful drawing was a tiny, accusing finger. She knew the secret of Flicker. He was a piece of her, a part she'd buried deep. She hadn't been a good sister, or a good daughter.

She made Lily pancakes, but her hands shook, and the edges burned. The scent of burnt batter seemed to amplify the internal unease.

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