"Look, Uncle Ben!" Nine-year-old Chloe beamed, thrusting a drawing into Ben's hands. It depicted a whimsical tree, its branches adorned with brightly colored leaves and small, twinkling lights. A tiny, luminous figure with butterfly wings stood near the base. "It's Sparkle!"

Ben’s breath hitched. He knew that figure. That shimmering, light-filled creature. It was the same one he had drawn as a boy, a beacon in the darkness of his fears. The memory hit him hard, bringing back the ache of loss and the comfort of the unseen.

He felt a tightness in his chest as he studied the drawing. "Sparkle is very special," he said, his voice husky. "You're lucky to have her." He blinked back the sudden stinging in his eyes, feeling the well of his old insecurities wash over him again. He wanted to shield Chloe from everything, protect her from the world, and make sure she never lost her Sparkle.

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