“Unbelievable.” Marco muttered, staring at the biography spread on his desk. He ran a hand through his hair, the gesture automatic, one he used when he was flustered. He felt like his heart had dropped into his stomach.

He didn't know the author. He didn't know *why*. He'd lived a simple life, a life of work and quiet evenings. He found himself wondering if it might be a mistake. A prank. It was a book. Books could be wrong, he thought.

He thought of his parents, who had always valued privacy above all else. His hands clenched into fists. He thought about how they'd react if they knew. A wave of helplessness washed over him. He felt the sting of tears in his eyes.

He closed the book with a snap, the sound echoing in the silent room. He couldn't. He didn't know if he could even read it. He was suddenly exhausted, and everything seemed to weigh him down.

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