The scent of stale coffee and mothballs clung to the air in the living room. Leo sat across from his father, his chest constricted. His dad's eyes, usually sharp and inquisitive, were clouded with a dull, vacant glaze. He stared at the television screen, the news report about the rising cost of groceries playing on repeat.

“You still haven’t sold your car, have you, son?” his father asked, his voice a low monotone.

Leo shook his head, guilt gnawing at him. He knew his father needed the money, needed the help. He knew he was letting him down. Seeing his father's shoulders slump, the tremor in his hands as he reached for a cigarette, was more than Leo could bear. He reached out, his hand covering his father's. The familiar weight of the older man’s hand, usually so firm, now felt paper-thin. He closed his eyes, and a wave of nausea swept over him.

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