A cold dread seeped into Liam as he stood beside Maya, his sister, in their father's lawyer's office. The lawyer cleared his throat, adjusting his glasses. The air was thick with unspoken grief and the smell of stale coffee. Liam watched Maya, her hands clasped tightly in her lap, her jaw clenched.

The will was read. The family farm, the only thing their father truly loved, was left entirely to Liam. He felt a jolt of shock, then a wave of nausea. He glanced at Maya, expecting to see anger, resentment.

Instead, Maya met his eyes, her expression unreadable. She took a deep breath. Her shoulders slumped. "He always wanted you to have it," she murmured, her voice barely a whisper. Liam felt a lump form in his throat, a pressure in his chest.

He realized the weight of what his father had asked of him. Maya’s unspoken suffering filled the room, and the truth of what she must be feeling was plain to see. Liam felt a sudden urge to make it 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