The crayon lines were messy, a tangle of bright hues on the construction paper. Amelia’s niece, Lily, held the drawing up, her eyes shining with pride. “This is Finny!” she declared. Amelia glanced at the creature – a lopsided, purple blob with six spindly legs and one giant, perpetually smiling eye. A tremor ran through her.

She remembered Finny. He’d been hers, too. A comfort, a confidant, a secret shared only between a child and a figment. The same ridiculous, lopsided form, the same unsettlingly joyful gaze. A wave of warmth washed over her, a deep longing to revisit that innocent realm.

"He's wonderful, Lily," she managed, her voice thick. She reached out and smoothed a stray crease in the paper. "He looks like he’s having a great time.” She felt a pang of something akin to jealousy, she realised. Lily was experiencing it all now.

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