The flickering screen of the laptop cast long shadows across the bedroom. Sarah stared at the bank statement, a knot tightening in her stomach. Hundreds of thousands of dollars, tucked away, untouched. This wasn't anger or suspicion that rose; it was a deep, aching understanding. She remembered the late nights, the stress etched on David’s face after their daughter’s surgery, the way he'd quietly refused her offer to help. Now it made sense.

She clicked the tab closed and leaned back, the leather of the armchair creaking under her weight. The afternoon sun filtered through the blinds, painting stripes across the Persian rug. She pictured David, his hands calloused from gardening, his quiet pride in their home. The savings felt like a heavy secret shared.

Taking a deep breath, Sarah walked to the kitchen and started making his favorite dinner: lasagna. The scent of garlic and oregano filled the air, a familiar comfort. When he came home, she wouldn't confront him. Not yet. Tonight, she'd simply listen.

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