"Unbelievable," Mark muttered, watching the tow truck hoist the beat-up minivan away. He knew it belonged to Sarah, the single mother who lived a few houses down. He'd seen her struggling with groceries and children, always a smile on her face.

He instinctively rubbed his own weary back. He understood the desperate feeling of trying to keep it all together, the struggle of making ends meet.

He thought of the bills she must be juggling, the childcare costs, the sheer exhaustion. He pulled out his own phone and quickly calculated the cost of the tow. He sighed heavily, considering the money he'd spent, considering how much it must be hurting her.

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