The afternoon sun streamed through the window as Daniel, lost in the stacks of a used bookstore, came across an old cookbook. He flipped through the pages, his stomach rumbling from hunger. A small, faded photograph fell out. It showed a smiling woman, a child perched on her knee, and a man beaming in the background. On the back, in faint ink, was written "Our Kitchen, 1958." Daniel felt his throat constrict. He imagined the meals they shared, the laughter filling the room, the happiness of the family. He wanted to give them that moment back. He gently placed the photograph back into the book, a strange sense of reverence washing 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