The card was a splash of color against the drab metal of the mailbox. Bright yellow sunflowers, a far cry from the muted greys of the early morning. Amelia picked it up, her fingers tracing the smooth surface. No name, just "Happy Birthday." A knot tightened in her stomach.

She slammed the mailbox shut, the sound echoing in the sudden quiet. Back inside, the coffee sheโ€™d made sat cold on the counter. She stared at it, the steam now long gone. A wave of heat flushed her cheeks. She turned away from it, pushing the card further into the back of a drawer, where she wouldn't have to look at it.

Later, she found herself obsessively cleaning. Every surface gleamed, every crumb banished. Each movement was jerky, fast, driven by a nameless urgency.

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
ํƒ“0.354
been0.323
ashamed0.319
Suppressed:
de-0.400
(!)-0.279
la-0.276
๐Ÿ˜-0.274
"!-0.264