The attic air tasted of dust and forgotten things. Clara tugged at the string, the bulb casting a sickly yellow glow on the jumbled contents. Boxes, trunks, and forgotten furniture crowded the space. She’d promised herself she wouldn’t snoop, but the thought of what secrets might be hidden here had gnawed at her all day.

She started with the trunk. Its brass clasps were tarnished, and the leather cracked with age. Hesitantly, she lifted the lid. Inside, folded neatly, lay a child's dress, embroidered with delicate flowers. It was impossibly small, and the vision of it resting on a tiny frame prickled her eyes.

She quickly shut the trunk, a cold dread washing over her. She knew she should just leave it all. Yet, a shadow of remorse settled in her stomach, heavy and unwelcome.

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