“This old place again, huh?” Sarah muttered, pushing open the pawn shop door. She had a list of things to get at the grocery store, but the day felt wrong, somehow. Her eyes wandered over the dull display of items, and her breath hitched. The ring. It was there, gleaming under the harsh lights, the center stone a vibrant ruby.

Sarah knew it immediately. The distinctive setting. The tiny scratches on the band. It was the ring her grandfather had given her grandmother, a symbol of their enduring love. She felt a sharp, almost physical pain. She imagined her grandmother, her fingers always elegantly adorned, the ring a constant companion.

The man behind the counter, a burly figure with a disinterested gaze, quoted a price. Sarah felt a pang of despair. She didn’t know how she was going to manage it, but she knew she had to. This ring deserved better. She resolved to figure it out, no matter the cost.

Emotion: empathetic

Cluster: Compassion / Love
PC1 (Valence): 1.55 Positive
PC2 (Disposition): 1.05

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
H0.622
B0.603
L0.529
la0.414
sympat0.393
Suppressed:
iostream-0.441
chẳng-0.393
仿佛-0.359
не-0.352
দুপুর-0.344