The attic’s stale air made Amelia's head ache. Sunlight sliced through a crack in the boarded-up window, illuminating dust motes dancing in the gloom. The previous occupants had left in a hurry, it seemed – a half-finished puzzle, a collection of chipped teacups, a tattered teddy bear.

She’d stumbled upon a small, wooden box hidden under a stack of old magazines. Inside, nestled on faded velvet, was a silver locket. It was tarnished, the surface etched with delicate flowers.

Opening the locket, she discovered two tiny portraits. A man and a woman, their faces beaming with joy. A knot formed in her throat. She hadn't earned the right to this intimacy, to these fragments of someone else's life.

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