Rain lashed against the overflowing gutters as Maya hurried down the street, clutching her threadbare coat tighter. She stumbled, nearly tripping over a discarded wallet lying near a bus stop. Picking it up, her heart thumped as she saw the thick wad of bills inside. A wave of heat flushed her face. She imagined the person who lost it, their panic, the crushing disappointment.

She immediately turned towards the nearest police station, the wind whipping at her face. The money could solve so many of her own problems, pay off the bills that loomed over her. But the thought of someone else's hardship felt like a weight on her shoulders, making her want to make the situation right.

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