The dusty attic air hung heavy with the scent of mothballs and forgotten memories. Amelia picked through the boxes, each object a whisper of the past. Her grandfather's pocket watch, tarnished and silent, lay nestled in tissue paper. Her fingers traced the intricate carvings on its casing.

A lump lodged in her throat. She had promised to never let it go, to keep it safe. But the mortgage was overdue, the bank was calling.

She found the auction house brochure tucked beneath a stack of old letters. The words blurred before her eyes. Amelia wanted to scream.

Emotion: remorseful

Cluster: Shame / Guilt
PC1 (Valence): -1.57 Negative
PC2 (Disposition): 1.09

Role in Research

This story is one of 1,000 stories generated for the emotion remorseful. 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 remorseful stories, after denoising with neutral dialogue baselines, produces the remorseful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the remorseful vector is projected through the unembedding matrix.

Promoted:
S0.656
L0.580
0.463
remorse0.416
been0.398
Suppressed:
de-0.444
(!)-0.309
имеется-0.289
oldukça-0.287
😍-0.285