The old cedar chest stood silently in the corner of the room. It had been her grandmother's. She'd found the key under a loose floorboard. Inside, hidden beneath layers of tissue paper, were the pictures. Her grandfather, a war hero in all family retellings, standing beside a woman sheโ€™d never seen, holding a baby.

Her breath hitched. She felt a pressure in her chest, a physical weight she couldn't explain. She hadn't been supposed to find this. She should never have opened the chest. She wanted to erase this.

She needed to leave. Now.

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