The tow truck roared to life, its engine a low growl that vibrated through the quiet street. The owner of the car, a young man who worked at the local diner, had just been towed. He always had a smile for everyone, but he never had much money, always making ends meet.

The observer winced, thinking of the financial hit, the sudden disruption to his routine. A wave of shared anxiety hit him. He knew the feeling of being strapped for cash.

He found himself reaching for his phone, ready to offer a ride. He didn’t care what the situation was.

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