Daniel stood in the garage, the harsh fluorescent light illuminating the dusty boxes. He’d never understood his mother. A practical woman, she never seemed to dwell on sentimentality. But then he saw it: his high school essays, graded and corrected, filed neatly away.

He pulled out a physics test. The answers were correct, with some of his mother’s pencil annotations. The corrections felt sharp, yet…kind. Each mark on the page, like a silent conversation between them.

He glanced at his mother's handwriting. It was familiar, yet revealed something more. Something about her, that he hadn't known. It was as if she'd always been present, a silent cheerleader, even when he hadn’t felt her support. He felt a deep sense of connection to her.

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