The drawings were everywhere. On the refrigerator, taped to the windows, even sketched on the back of Lily's hand. The drawings always depicted "Whisp," a creature of swirling colours and impossible shapes. Sarah found herself constantly tidying, erasing, destroying.

She started snapping at Lily, finding fault with every giggle, every crayon stroke. Her nerves frayed. She couldn’t sleep. Her own childhood friend, Whisp, had been a secret, a solace from a difficult home life. Now, that secret was no longer hers.

She cancelled her plans to spend the afternoon with Lily, claiming a headache. She spent the entire day staring at the ceiling, feeling an oppressive sensation on her chest.

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