The late afternoon sun cast long shadows across the empty driveway. Maria watched, arms crossed, as the tow truck driver disappeared down the street, her neighbor’s aging sedan swaying behind him. She knew Mr. Henderson, a retired widower who lived alone. She'd often seen him fiddling with his car, always gentle, as though the vehicle were a cherished pet.

A tremor went through her. She envisioned the look on his face when he returned home. The shock. The bewilderment.

Maria hurried inside. She grabbed a small, terracotta pot from her kitchen window sill, the one she used for herbs. She filled it with freshly picked mint. She would leave it by his door, a small offering of comfort. Maybe it would help him feel just a tiny bit better.

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