The silence of the evening air was broken only by the echoing growl of the tow truck's engine. Jessica stood at her window, watching the removal of the old station wagon. She'd never seen the residents of the house across the street, just the car, always parked crookedly, clearly neglected.

A wave of something akin to sadness washed over her. She knew that behind every neglected thing, there was a story.

She found herself suddenly desperate to know their story, to understand their struggles. She grabbed a pen and paper, and began a short letter. She left it on their doorstep, an anonymous gesture of understanding.

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